## Wednesday, 27 November 2013

### Probability Distributions Tables

Below are some tables detailing the Density Equation, parameters, support and Cumulative Distribution Function (CDF) for a few commonly used probability distributions.

In the tables that follow, the error function $erf(x)$ is $$erf(x) = \frac{2}{\sqrt{\pi}}\int_0^xexp(-t^2)dt \nonumber$$ the Gamma function $\Gamma(a)$ is the following integral $$\Gamma(a)=\int_0^\infty t^{(a-1)}e^{-t}dt \nonumber$$ the lower incomplete Gamma function $\gamma(a,x)$ is $$\gamma(a,x)=\int_0^x t^{(a-1)}e^{-t}dt \nonumber$$ The normalised (or regularized) incomplete Beta function $I_x(a,b)$ is $$I_x(a,b)=\frac{B_x(a,b)}{B(a,b)} \nonumber$$ where $x\leq 1$, and $B(a,b)$ and $B_x(a,b)$ are (respectively) $$B(a,b)=\int_0^1t^{(a-1)}(1-t)^{(b-1)}dt \nonumber$$ and $$B_x(a,b)=\int_0^xt^{(a-1)}(1-t)^{(b-1)}dt \nonumber$$

 Distribution Beta Density Equation $\Large \frac{x^{(\alpha - 1)}(1-x)^{\beta-1}}{B(\alpha,\beta)}$ Parameters $\alpha>0,\beta>0$ Support $0\leq x \leq 1$ CDF $I_x(\alpha,\beta)$

 Distribution Binomial Density Equation ${n \choose k} p^k(1-p)^{n-k}$ Parameters $n \in \{0,1,2,..\},0< p < 1$ Support $k \in\{0,1,2,..\}$ CDF $I_{1-p}(n-k,1+k)$

 Distribution Cauchy-Lorenz Density Equation $\Large \frac{1}{\pi\gamma[1+{(\frac{x-x_0}{\gamma})}^2]}$ Parameters $-\infty < x_0 < +\infty,\gamma > 0$ Support $-\infty < x < +\infty$ CDF $\frac{1}{\pi}atan(\frac{x-x_0}{\gamma})+\frac{1}{2}$

 Distribution Chi-squared Density Equation $\Large \frac{1}{2^{k/2}\Gamma(k/2)}x^{\frac{k}{2}-1}e^{-x/2}$ Parameters $k \in \{0,1,2,..\}$ Support $0\leq x < \infty$ CDF $\Large \frac{1}{\Gamma(k/2)}\gamma(\frac{k}{2},\frac{x}{2})$

 Distribution F-distribution Density Equation $\Large \frac{\sqrt{\frac{(d_1x)^{d_1}d_2^{d_2}}{(d_1x+d_2)^{d_1+d_2}}}}{xB(d_1/2,d_2/2)}$ Parameters $d_1>0,d_2>0$ Support $0\leq x<\infty$ CDF $\Large I_{\frac{d_1x}{d_1x+d_2}}(\frac{d_1}{2},\frac{d_2}{2})$

 Distribution Gamma Density Equation $\Large \frac{\beta^{\alpha}}{\Gamma(\alpha)}x^{\alpha-1}e^{-\beta x}$ Parameters $\alpha>0,\beta>0$ Support $0\leq x<\infty$ CDF $\Large \frac{1}{\Gamma(\alpha)}\gamma(\alpha,\beta x)$

 Distribution Gaussian Density Equation $\Large \frac{1}{\sigma\sqrt{2\pi}}exp(-\frac{(x-\mu)^2}{2\sigma^2})$ Parameters $-\infty<\mu<\infty,\sigma>0$ Support $-\infty < x < \infty$ CDF $\Large \frac{1}{2}(1+erf(\frac{x-\mu}{\sigma\sqrt{2}}))$

 Distribution Hypergeometric Density Equation $\Large \frac{{r \choose k}{N-r \choose n-k}}{{N \choose n}}$ Parameters $0\leq k \leq r$, $0\leq (n-k) \leq (N-r)$ Support $k\in\{0,1,2,..\}$ CDF See below

The CDF of the Hypergeometric distribution is given by the following equation:- $$CDF = 1 - \frac{{n \choose k+1}{N-n \choose r-k-1}}{{N \choose r}}(1+\sum_{m=1}^{\infty}\frac{(k+m-r)(k+m-n)}{(k+m+1)(N+k+1+m-r-n)}\frac{1}{(m - 1)!}) \nonumber$$
 Distribution Laplace Density Equation $\Large \frac{1}{2b}exp(-\frac{|x-\mu|}{b})$ Parameters $-\infty < \mu < \infty,b > 0$ Support $-\infty < x < \infty$ CDF $\Large \frac{1}{2}exp(\frac{x-\mu}{b})$ if $x<\mu$ $\Large 1-\frac{1}{2}exp(\frac{\mu-x}{b})$ if $x\geq \mu$

 Distribution Logistic Density Equation $\Large \frac{e^{-\frac{(x-\mu)}{s}}}{s(1+e^{-\frac{x-\mu}{s}})^2}$ Parameters $-\infty < \mu < \infty,s>0$ Support $-\infty < x < \infty$ CDF $\Large \frac{1}{(1+e^{\frac{x-\mu}{s}})^2}$

 Distribution Log-Normal Density Equation $\Large \frac{1}{x\sqrt{2\pi\sigma^2}}exp(-\frac{(ln(x)-\mu)^2}{2\sigma^2})$ Parameters $\sigma > 0,-\infty < \mu < \infty$ Support $0 < x < \infty$ CDF $\Large \frac{1}{2}(1+erf(\frac{ln(x)-\mu}{\sigma\sqrt{2}}))$

 Distribution Pascal Density Equation ${k+r-1 \choose k}(1-p)^rp^k$ Parameters $0 < p < 1,r > 0$ Support $k\in\{0,1,2,..\}$ CDF $1-I_p(k+1,r)$

 Distribution Poisson Density Equation $\Large \frac{\lambda^k}{k!}e^{-\lambda}$ Parameters $\lambda > 0$ Support $k\in\{0,1,2,...\}$ CDF $\Large \frac{\Gamma(k+1,\lambda)}{k!}$

 Distribution Rayleigh Density Equation $\Large \frac{x}{\sigma^2}exp(-\frac{x^2}{2\sigma^2})$ Parameters $\sigma > 0$ Support $0\leq x < \infty$ CDF $\Large 1-exp(-x^2/2\sigma^2)$

 Distribution Student-t Density Equation $\Large \frac{\Gamma(\frac{v+1}{2})}{\sqrt{v\pi}\Gamma(\frac{v}{2})}(1+\frac{x^2}{v})^{\frac{v+1}{2}}$ Parameters $v\in{1,2,3,..}$ Support $-\infty < x < \infty$ CDF $\Large 1-\frac{1}{2}I_{x(t)}(\frac{v}{2},\frac{1}{2})$ for $t>0$ where $\Large x(t)=\frac{v}{t^2+v}$

 Distribution Weibull Density Equation $\Large \frac{k}{\lambda}(\frac{x}{\lambda})^{(k-1)}exp(-(\frac{x}{\lambda})^k)$ Parameters $\lambda > 0,k > 0$ Support $0\leq x < \infty$ CDF $\Large 1-exp\{-(\frac{x}{\lambda})^k\}$

1. Data science is one of the top course in today's career. Your content will going to helpful for all the beginners who are trying to find Probability Distribution tutorial. Thanks for sharing useful information. keep updating.

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7. I Want To Appreciate Dr.OYAGU for his great deeds, I Was Diagnosed With type 2 Herpes Virus Last year,And i Was Looking For Solution To Be Cured Luckily I Saw Testimonies On How Dr.OYAGU Cure Herpes Virus I Decided To Contact Dr.OYAGU I Contacted Him He Prepared A Herbal Medicine Portion And Sent It To Me,I Started The Herbal Medicine For My Health.He Gave Me Step By Step Instructions On How To Apply It, When I Applied It As Instructed, I Was Cured Of This Deadly Herpes Within 2 weeks, I Am Now Herpes Negative.My Brother And Sister I No That There Are So Many People That Have The Same Herpes Virus Please contact Dr OYAGU To Help You Too,And Help Me To Thank Dr.OYAGU For Cure Me, I’m Cured By Dr. OYAGU Herbal Medicine,His Contact Email:oyaguherbalhome@gmail.com

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9. i already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have go to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr oyagu, in the net from a lady called Angela i contacted him and he reassured me with him herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally free from Herpes. i want to say a very big thank you to DR oyagu for what he has done in my life. feel free to leave him a message on email oyaguherbalhome@gmail.com and also WhatsApp him +2348101755322..
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10. i already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have go to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr oyagu, in the net from a lady called Angela i contacted him and he reassured me with him herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally free from Herpes. i want to say a very big thank you to DR oyagu for what he has done in my life. feel free to leave him a message on email oyaguherbalhome@gmail.com and also WhatsApp him +2348101755322..
He can still be able to help you with this herbs medicine:
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11. i already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have go to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr oyagu, in the net from a lady called Angela i contacted him and he reassured me with him herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally free from Herpes. i want to say a very big thank you to DR oyagu for what he has done in my life. feel free to leave him a message on email oyaguherbalhome@gmail.com and also WhatsApp him +2348101755322..
He can still be able to help you with this herbs medicine:
1...ALS CURE/DIABETES CURE/EPILESY/HPV CURE/LUPUS/HEPATITIS/CANCER/GOUT

12. I am so happy, i never believe i will be this happy again in life, I was working as an air-hoster ( cabby crew ) for 3years but early this year, i loose my job because of this deadly disease called Herpes virus (HSV), I never felt sick or have any symptom, till all workers were ask to bring their doctors report, that was how i got tested and i found out that am HSV positive that make me loose my job, because it was consider as an STD and is incurable disease, i was so depress was thinking of committing suicide, till i explain to a friend of mine, who always said to me a problem share is a problem solved, that was how she directed me to Dr Isibor, that was how i contacted him and get the medication from this doctor and i got cured for real, I just went back to my work and they also carry out the test to be real sure and i was negative. Please contact this doctor if you are herpes positive  diseases his email is: drisiborspellhome@gmail.com
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13. Hello Am From The UK , I want to write a little testimony about the good work of doctor Oyagu who cured me from Hsv 1 and 2 for just 2 weeks with his herbal medicine, I never believe I can be normal again and have a good life like others I always regretted the day I got diagnose with the virus, I was lost of hope when my doctor told me there is no cure for it but I keep thinking and thinking about my future, if I can have kids of my own well I am so grateful for my helper who get me cured with his herbal medicine, I go online in search of anything that can help me because I can’t deal with it forever so I found this doc Oyagu email on a blog of someone who was cured by him I quickly contact him for help and explain all my pain to him, he told me not to worry about it there is cure for real, I never believe until he send me the herbal medicine when I order for it and I have it within 4 days that is how I took the medicine for 2 week and the following week I go for test just to confirm I was 100% cured from this sickness what a miracle in my life I am so happy right now, you can also get in contact with him if you have such sickness through email address oyaguherbalhome@gmail. com or text him on what's app, phone number +2348101755322 Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from suffering.

14. i already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have be going to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr oyagu, in the net from a lady called Rebecca i contacted him and he reassured me with him herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally free from Herpes. i want to say a very big thank you to DR oyagu for what he has done in my life. feel free to leave him a message on email oyaguherbalhome@gmail.com and also WhatsApp him +2348101755322..
He can still be able to help you with this herbs medicine:
1...ALS CURE/DIABETES CURE/EPILESY/HPV CURE/LUPUS/HEPATITIS/CANCER/GOUT

15. Greatest thanks to Dr Oyagu for his herbal drugs that he prepared for me and when i start using it in just 2weeks i was completely cured and that ended my HERPES SIMPLEX 1&2 DISEASE i am so happy and grateful to Dr Oyagu . after reading about him on a testimony of Jason Cash on a blogger. i knew suddenly Dr Oyagu was the right Doctor to cure my HERPES SIMPLEX 1&2 DISEASE. i discuss with Dr Oyagu and he prepared a herbal medicine for me and when it got sent to me in south korean . i used the herbal medicine and 2weeks and i went to check up again. after 15years of suffering from HERPES SIMPLEX 1&2 at last i am smiling once again. Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from your suffering. contact his WhatsApp line: +2348101755322 or his Email:Oyaguherbalhome@gmail.com

16. I found out, that taking herbal treatment is the best to get rid of hpv as soon as i feel the symptoms of hpv is appearing, i took the healing process by contacting Dr onokun for natural treatment it works wonders, amazingly ever since I had the herbal treatment i have not feel these horrible disease anymore and my doc told me the virus is gone, i am glad i finally got cured out from this horrible disease. every hpv or herpes patients should also get in touch with this herbalist Dr to get ride of these disease forever his email address; dronokunherbalcure@gmail.com

17. Hello Am From The UK , I want to write a little testimony about the good work of doctor Oyagu who cured me from Hsv 1 and 2 for just 2 weeks with his herbal medicine, I never believe I can be normal again and have a good life like others I always regretted the day I got diagnose with the virus, I was lost of hope when my doctor told me there is no cure for it but I keep thinking and thinking about my future, if I can have kids of my own well I am so grateful for my helper who get me cured with his herbal medicine, I go online in search of anything that can help me because I can’t deal with it forever so I found this doc Oyagu email on a blog of someone who was cured by him I quickly contact him for help and explain all my pain to him, he told me not to worry about it there is cure for real, I never believe until he send me the herbal medicine when I order for it and I have it within 4 days that is how I took the medicine for 2 week and the following week I go for test just to confirm I was 100% cured from this sickness what a miracle in my life I am so happy right now, you can also get in contact with him if you have such sickness through email address oyaguherbalhome@gmail.com or text him on what's app, phone number +2348101755322 Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from suffering.

18. Hello Everyone out there,I am here to give my testimony about a Herbalist doctor who helped me . I was infected with HERPES SIMPLEX VIRUS in 2011, i went to many hospitals for cure but there was no solution, so I was thinking how can I get a solution out so that my body can be okay. One day I was in the river side thinking where I can go to get solution. so a lady walked to me telling me why am I so sad and i open up all to her telling her my problem, she told me that she can help me out, she introduce me to a doctor who uses herbal medication to cure HERPES SIMPLEX VIRUS and gave me his email, so i mail him. He told me all the things I need to do and also give me instructions to take, which I followed properly. Before I knew what is happening after two weeks the HERPES SIMPLEX VIRUS that was in my body got vanished . so if you are also heart broken and also need a help, you can also email him at {oliha.miraclemedicine@gmail.com}
or whatsapp him number: +2349038382931. or website is https://olihamiraclemedicine.webs.com/
Contact him today and you will have a testimony...Good luck!

Dr. OLIHA Also Cures:
1. HIV/AIDS
2. HERPES 1/2
3. CANCER
4. ALS (Lou Gehrigâ€™s disease)
5. Hepatitis B
6. chronic pancreatic
7. Emphysema
8. COPD (Chronic Obstructive Pulmonary Disease

19. Hello Am From The UK , I want to write a little testimony about the good work of doctor Oyagu who cured me from Hsv 1 and 2 for just 2 weeks with his herbal medicine, I never believe I can be normal again and have a good life like others I always regretted the day I got diagnose with the virus, I was lost of hope when my doctor told me there is no cure for it but I keep thinking and thinking about my future, if I can have kids of my own well I am so grateful for my helper who get me cured with his herbal medicine, I go online in search of anything that can help me because I can’t deal with it forever so I found this doc Oyagu email on a blog of someone who was cured by him I quickly contact him for help and explain all my pain to him, he told me not to worry about it there is cure for real, I never believe until he send me the herbal medicine when I order for it and I have it within 4 days that is how I took the medicine for 2 week and the following week I go for test just to confirm I was 100% cured from this sickness what a miracle in my life I am so happy right now, you can also get in contact with him if you have such sickness through email address oyaguherbalhome@gmail.com or text him on what's app, phone number +2348101755322 or vist his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from suffering.

20. I already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have be to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr oyagu, in the net from a lady called Rebecca i contacted him and he reassured me with his herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally free from Herpes. i want to say a very big thank you to DR oyagu for what he has done in my life. feel free to leave him a message on email oyaguherbalhome@gmail.com and also WhatsApp him +2348101755322.. or vist his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome
He can still be able to help you with this herbs medicine:
1...ALS CURE/DIABETES CURE/EPILESY/HPV CURE/LUPUS/HEPATITIS/CANCER/GOUT

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24. I already gave up on ever getting cured of HSV2 because i have try many treatment none of them work out for me i have be to different hospital they always tell me same thing there is no cure for herpes when i came across a post about Dr oyagu, in the net from a lady called Rebecca i contacted him and he reassured me with his herbal medicine which i took according to the way he instructed, that how i was cured. I doubted at first because i have been to a whole lot of reputable doctors, tried a lot of medicines but none was able to cure me. so i decided to listen to him and he commenced treatment, and under two weeks i was totally free from Herpes. i want to say a very big thank you to DR oyagu for what he has done in my life. feel free to leave him a message on email oyaguherbalhome@gmail.com and also WhatsApp him +2348101755322.. or vist his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome. He can still be able to help you with this herbs medicine: 1...ALS CURE/DIABETES CURE/EPILESY/HPV CURE/LUPUS/HEPATITIS/CANCER/GOUT

25. I has suffered for Human papillomavirus HPV) for 2years, I was given some tablets at the hospital but I refused to take it, They said I have to be on it for life so I don't want take a drugs everyday for life. No point in taking medicine everyday when u won't get cure from it and I was advice to seek for natural herbal cure, after some time I found dr onokun is the most trustful herbalist that have herbs to cure wicked symptom's,I emailed dr onokun, for 2weeks been his patient he cured my (HPV) with his herbal. I only used his natural herbs for two weeks it was 100% cure. I'm not (HPV) patient anymore. I'm happy about it i finally got cured out of this mess been in my body for 2years. I also recommend you if you're living with (HPV) or herpes symptoms i also want you to be free contact dr onokun with the email attach to my post. Dronokunherbalcure@gmail.com or website www.Dronokunherbalcure.wordpress.com or facebook: https://www.facebook.com/naturaltreatmentcenter1/

26. DR OYAGU herbal medicine is a good remedy for herpes simplex virus cure. My name is MIGNON WRIGHT , am from USA,I am here to give my testimony about DR OYAGU who helped me in my life, i want to inform the public how i was cured from (HERPES SIMPLEX VIRUS) by DR OYAGU, i visited different hospital but they gave me list of drugs like Familiar, Zovirax, and Valtrex which is very expensive to treat the symptoms and never cured me. I was browsing through the Internet searching for remedy on HERPES and i saw comment of people talking about how DR OYAGU cured them, when i contacted him he gave me hope and send a Herbal medicine to me that i took and it seriously worked for me, am a free person now without any problem, my HERPES result came out negative, I pray to God to never let me and my family forget you in our life, am now cured permanently, you can also get your self cured my friends if you really need this doctor help, you can reach him on his website ;https://oyaguspellcaster.wixsite.com/oyaguherbalhome Email: oyaguherbalhome@gmail.com or via whatsapp +2348101755322

27. Hello Am From The UK , I want to write a little testimony about the good work of doctor Oyagu who cured me from Hsv 1 and 2 for just 2 weeks with his herbal medicine, I never believe I can be normal again and have a good life like others I always regretted the day I got diagnose with the virus, I was lost of hope when my doctor told me there is no cure for it but I keep thinking and thinking about my future, if I can have kids of my own well I am so grateful for my helper who get me cured with his herbal medicine, I go online in search of anything that can help me because I can’t deal with it forever so I found this doc Oyagu email on a blog of someone who was cured by him I quickly contact him for help and explain all my pain to him, he told me not to worry about it there is cure for real, I never believe until he send me the herbal medicine when I order for it and I have it within 4 days that is how I took the medicine for 2 week and the following week I go for test just to confirm I was 100% cured from this sickness what a miracle in my life I am so happy right now, you can also get in contact with him if you have such sickness through email address oyaguherbalhome@gmail.com or text him on what's app, phone number +2348101755322 or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from suffering.

28. Hello Everyone out there,I am here to give my testimony about a Herbalist doctor who helped me . I was infected with HERPES SIMPLEX VIRUS in 2011, i went to many hospitals for cure but there was no solution, so I was thinking how can I get a solution out so that my body can be okay. One day I was in the river side thinking where I can go to get solution. so a lady walked to me telling me why am I so sad and i open up all to her telling her my problem, she told me that she can help me out, she introduce me to a doctor who uses herbal medication to cure HERPES SIMPLEX VIRUS and gave me his email, so i mail him. He told me all the things I need to do and also give me instructions to take, which I followed properly. Before I knew what is happening after two weeks the HERPES SIMPLEX VIRUS that was in my body got vanished . so if you are also heart broken and also need a help, you can also email him at {oliha.miraclemedicine@gmail.com}
or whatsapp him number: +2349038382931. or website is https://olihamiraclemedicine.webs.com/
Contact him today and you will have a testimony...Good luck!

Dr. OLIHA Also Cures:
1. HIV/AIDS
2. HERPES 1/2
3. CANCER
4. ALS (Lou Gehrigâ€™s disease)
5. Hepatitis B
6. chronic pancreatic
7. Emphysema
8. COPD (Chronic Obstructive Pulmonary Disease

29. I finally found a real herbalist doctor to help me cure my herpes virus without no side effect with the herbal and 100% sure to work immediately i was really looking for helping this fake scam took all my money and never help but to god be the glory i finally found doctor Oliver to help me cure my herpes virus if you also need help from this great herbalist doctor Oliver kindly WhatsApp him via +2348075376153 or email him via droliverherbalcenter@gmail.com God bless Doctor Oliver

30. I'm here to testify about what DR. OYAGU did for me. I have been suffering from (GENITAL HERPES VIRUS) disease for the past 2 years and had constant pain and inching, especially in my private part. During the first year, I had faith in God that i would be cured someday. This disease started circulating all over my body and I have been taking treatment from my doctor, few weeks ago I came across a testimony of Shayla Bosschart on the internet testifying about a Man called DR. OYAGU on how he cured her from 7 years HSV 2. And she also gave the email address of this man, advise anybody to contact him for help on any kind of diseases that he would be of help, so I emailed him telling him about my (HSV 2) he told me not to worry that I was going to be cured!! Well, I never doubted him I have faith he can cure me too,, DR. OYAGU prepared and sent me Healing Soap, roots and herbs which I took. In the first one week, I started experiencing changes all over me, after two weeks of using his Roots/ Herbs, Oil and Soap, I was totally cured. no more inching , pain on me anymore as DR. OYAGU assured me. After some time I went to my doctor to do another test behold the result came out negative. So friends my advise is if you have such disease or know anyone who suffers from it or any other disease like HPV, HBV, HIV, ALS, HBP, CANCER etc. you can contact DR. OYAGU for help via email} oyaguherbalhome@gmail.com visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome whatsapp him through his mobile} +2348101755322. , Thanks once again DR. OYAGU for making me a happy woman again.

31. I'm 40 years old female I tested genital herpes (HSV1-2) positive in 2016. I was having bad outbreaks. EXTREMELY PAINFUL. I have try different kinds of drugs and treatment by the medical doctors all to know was avail. Six months ago I was desperately online searching for a helpful remedies for genital herpes (HSV1-2) cure, which I come across some helpful remedies on how Dr OYAGU have help so many people in curing genital herpes (HSV1-2) with the help of herbal treatment because I too believe there is someone somewhere in the world who can cure herpes completely. At of the past 2 months, however, I've been following his herpes protocol Via oyaguherbalhome@gmail.com or +2348101755322 and it stopped all outbreaks completely! To my greatest surprise I was cured completely by following the protocol of his herbal medicine . Don't be discouraged by the medical doctors. There is a cure for HSV with the help of herbs and roots by a herbalist Dr call Dr OYAGU he is so kind and truthful with his herbal treatment, kindly contact him for more information Via oyaguherbalhome@gmail.com or WhatsApp DR on +2348101755322 or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome you will be lucky as I am today

32. HELLO EVERYONE.. FEW MUNINETS TO REDY THIS INFOR ON HERPES CURE 2018..
2017 MY MOTHER WAS DIAGNOSED OF HERPES/ KNOWN AS GENITAL WARTS ,I SPENT A LOT OF MONEY ON HER MEDICATION TILL A POINT I EVEN LOST HOPE,BECAUSE MY MOTHER WAS GRADUALLY DYING AND LOST HER MEMORY TOO, I WAS SO DESPERATE TO GET MY MOTHER BACK TO NORMAL, ONE DAY MY UNCLE WHO LIVES IN LONDON UNITED KINGDOM TOLD ME ABOUT DR OLIHA ,WHO HELPED HIM GET RID OF HERPES /GENITAL WART WITH HERBAL MEDICINE AND HIS HERBAL SOAP ,I WAS SO SHOCKED WHEN HE TOLD ME ABOUT THIS ,ALTHOUGH I NEVER BELIEVE IN HERB BUT, I KEEP TO BELIEVE BECAUSE MY UNCLE CAN'T TELL ME LIES WHEN IT COMES TO HEALTH CONDITION I CONTACTED DR OLIHA VIA HIS EMAIL; OLIHA.MIRACLEMEDICINE@GMAIL.COM , YOU CAN TALK TO HIM VIA CALL OR WHATSAPP MESSENGER ON +2349038382931 , HE REPLIED AND ASK ME TO SEND MY HOME ADDRESS AND MY MOTHER'S DETAIL AND THEN I PURCHASED THE HERBAL MEDICINE,SENT ME THE HERBAL MEDICINE THROUGH COURIER SERVICE, WHEN I RECEIVED THIS HERBAL MEDICINE USED IT FOR 2 WEEKS, AND 4 DAYS OF USAGE THE WARTS FELL OFF, MY MOTHER I NOW TOTALLY CURED AND MY MOTHER IS LIVING FREE AND HAPPY AGAIN. YOU CAN TALK TO DR VIA HIS MOBILE NUMBER OR WHATS APP HIM ON +2349038382931 or website i saw on the :https://olihamiraclemedicine.webs.com/    ALL THANKS TO DOCTOR DR OLIHA

33. I want to use this opportunity to thank Dr Oyagu for the grate work he has done for me and my cousin sister, I was cured from herpes virus through his herbal remedy and my cousin sisters was also cured from Cancer. This is a grate testimony for what Dr Oyagu Has done for me and my entire generation. I’m giving this testimony so that those of you out there can contact him while he keeps saving my relatives. Send him a Dm and get a better health totally. Contact him via WhatsApp +2348101755322 or Email address:oyaguherbalhome@gmail.com you can also reach him on his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome

34. I Want To Appreciate Dr OYAGU for his great deeds, I Was Diagnosed With type 2 Herpes Virus Last year, And I Was Looking For Solution To Be Cured Luckily I Saw Testimonies On How Dr OYAGU Cure Herpes Virus I Decided To Contact Dr OYAGU I Contacted Him He Prepared A Herbal Medicine Portion And Sent It To Me, I Started The Herbal Medicine For My Health. He Gave Me Step By Step Instructions On How To Apply It, When I Applied It As Instructed, I Was Cured Of This Deadly Herpes Within 2 weeks, I Am Now Herpes Negative. My Brother And Sister I No That There Are So Many People That Have The Same Herpes Virus Please contact Dr OYAGU To Help You Too, And Help Me To Thank Dr OYAGU For Cure Me, I’m Cured By Dr. OYAGU Herbal Medicine, His Contact Email:oyaguherbalhome@gmail.com or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Or Cell Whatsapp Number +2348101755322 thank you

35. 5 years ago I had warts, I was treated with some liquid applied to the warts they continued to grow and spread... The next 2 doctors did laser surgery to remove them. 1 year after the surgery, they grew back close to where the 1st ones were' so I was finally told it was hpv. I have had it for very long time, I contract it from my cheated boyfriend and I found out he was also infected and I end up the relationship between us. the warts was so embarrasses because it started spreading all over I have be dealing with this things for very long time the last treatment I take was About 2 years ago I applied natural treatment from Dr Onokun Herbal treatment a week after applying the treatment all the warts was gone. it's now 2 years and some months I don't have single wart or any symptoms of hpv. wow"" it's great, Dr onokun has finally cured me. Anyone living with hpv or hsv should contact Dr Onokun Herbal treatment.His email address: Dronokunherbalcure@gm‎ail.com or https://www.facebook.com/naturaltreatmentcenter1/

36. 5 years ago I had warts, I was treated with some liquid applied to the warts they continued to grow and spread... The next 2 doctors did laser surgery to remove them. 1 year after the surgery, they grew back close to where the 1st ones were' so I was finally told it was hpv. I have had it for very long time, I contract it from my cheated boyfriend and I found out he was also infected and I end up the relationship between us. the warts was so embarrasses because it started spreading all over I have be dealing with this things for very long time the last treatment I take was About 2 years ago I applied natural treatment from Dr Onokun Herbal treatment a week after applying the treatment all the warts was gone. it's now 2 years and some months I don't have single wart or any symptoms of hpv. wow"" it's great, Dr onokun has finally cured me. Anyone living with hpv or hsv should contact Dr Onokun Herbal treatment.His email address: Dronokunherbalcure@gm‎ail.com or https://www.facebook.com/naturaltreatmentcenter1/

37. I want to use this opportunity to thank Dr Oyagu for the grate work he has done for me and my cousin sister, I was cured from herpes virus through his herbal remedy and my cousin sisters was also cured from Cancer. This is a grate testimony for what Dr Oyagu Has done for me and my entire generation. I’m giving this testimony so that those of you out there can contact him while he keeps saving my relatives. Send him a Dm and get a better health totally. Contact him via WhatsApp +2348101755322 or Email address:oyaguherbalhome@gmail.com you can also reach him on his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome

38. I want to use this opportunity to thank Dr Oyagu for the grate work he has done for me and my cousin sister, I was cured from herpes virus through his herbal remedy and my cousin sisters was also cured from Cancer. This is a grate testimony for what Dr Oyagu Has done for me and my entire generation. I’m giving this testimony so that those of you out there can contact him while he keeps saving my relatives. Send him a Dm and get a better health totally. Contact him via WhatsApp +2348101755322 or Email address:oyaguherbalhome@gmail.com you can also reach him on his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome

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40. Hello Am From The UK , I want to write a little testimony about the good work of doctor Oyagu who cured me from Hsv 1 and 2 for just 2 weeks with his herbal medicine, I never believe I can be normal again and have a good life like others I always regretted the day I got diagnose with the virus, I was lost of hope when my doctor told me there is no cure for it but I keep thinking and thinking about my future, if I can have kids of my own well I am so grateful for my helper who get me cured with his herbal medicine, I go online in search of anything that can help me because I can’t deal with it forever so I found this doc Oyagu email on a blog of someone who was cured by him I quickly contact him for help and explain all my pain to him, he told me not to worry about it there is cure for real, I never believe until he send me the herbal medicine when I order for it and I have it within 4 days that is how I took the medicine for 2 week and the following week I go for test just to confirm I was 100% cured from this sickness what a miracle in my life I am so happy right now, you can also get in contact with him if you have such sickness through email address oyaguherbalhome@gmail.com or text him on what's app, phone number +2348101755322 or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from suffering.

41. few week ago I felt some pains and I went to the hospital my doc told me I had hpv about 1 yr and I need to start the treatment early, he gave me some medicine to be taking and I told him no I’ll not, because I hated taking medicine when I won’t not see cure for the purpose. After I got home I started getting worried searching for strong advice and I found valid natural treatment online lot people says they got hpv cure from Dr onokun and I email Dr Onokun 3 days passed, I purchase his cure online some weeks after the process taking his treatment i got cured. I went for checkup twice after taking the natural treatment from the herbalist called Dr onokun and i tested negative. contact him on email: Dronokunherbalcure@gmail.com or his facebook page https://www.facebook.com/naturaltreatmentcenter1 or website via www.Dronokunherbalcure.wordpress.com

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45. I started on COPD Herbal treatment from Ultimate Life Clinic, the treatment worked incredibly for my lungs condition. I used the herbal treatment for almost 4 months, it reversed my COPD. My severe shortness of breath, dry cough, chest tightness gradually disappeared. Reach Ultimate Life Clinic via their website www.ultimatelifeclinic.com . I can breath much better and It feels comfortable!

46. I got diagnosed with HPV, i have be dealing with this mess for the past 8yrs. On till i got review online about natural cure people testifies how they got curevd with natural treatment. And i order the treatment, after taking it for two weeks i totally got cured with herbal treatment. I'm recommending you diagnosis with HPV should get this treatment via: Dronokunherbalcure@gmail.com  Facebook page at: https://www.facebook.com/naturaltreatmentcenter1/ or WhatsApp +1 ( 208 ) 425 7799

47. Good luck to anyone reading this true life story of mine, I Was Diagnosed With type 2 Herpes Virus Last year, And I Was Looking For Solution To Be Cured Luckily I Saw Testimonies On How Dr OYAGU Cure Herpes Virus I Decided To Contact Dr OYAGU I Contacted Him He Prepared A Herbal Medicine Portion And Sent It To Me, I Started The Herbal Medicine For My Health. He Gave Me Step By Step Instructions On How To Apply It, When I Applied It As Instructed, I Was Cured Of This Deadly Herpes Within 2 weeks, I Am Now Herpes Negative. My Brother And Sister I No That There Are So Many People That Have The Same Herpes Virus Please contact Dr OYAGU To Help You Too, And Help Me To Thank Dr OYAGU For Cure Me, I’m Cured By Dr. OYAGU Herbal Medicine, His Contact Email:oyaguherbalhome@gmail.com or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Or Cell Whatsapp Number +2348101755322 thank you

48. Are you battling with any health related issues or infection is not the end of your life, why not contact a herbal practitioner for cure Dr Oyagu has herbal remedies and permanent solution for all your health related problems. recommend him to you today only because i have also used his herbal medicine and it worked perfectly on my health problem, you can actually save yourself from giving your hard earned money to Scammers if only you can contact Dr Oyagu today for genuine and Permanent cure herbal products . Pls help share this post to save yourself and your love ones. Dr Oyagu is specialize in these areas, Permanent herbal supplements for anxiety and depression, HIV/AIDS, Diabetes, Epilepsy, Blood, Cancer, HPV, ALS, herpes etc. Email: oyaguherbalhome@gmail.com or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Or Cell Whatsapp Number +2348101755322 thank you

49. HOW I GOT CURED FROM HERPES VIRUSI was diagnosed of HERPES virus and i have tried all I can to get cured but all to no avail,, until I saw a post in a health forum about a herbalist man who prepare herbal medications to cure all kind of diseases including HERPES virus,at first I doubted if it was real but decided to give it a try,when I contacted this herbalist via his email and he prepared a HERPES herbal cure and sent it to me via UPS courier courier service, when I received this herbal medicine, he gave me step by direction on how to apply it,after applying the way I was instructed, I was totally cured of this deadly disease called HERPES, all thanks to Dr Akhanene
this great herbal doctor via Emai drakhanenespellhome@gmail.com. or whatsapp or call him +2348168714427 HE CAN ALSO CURE SICKNESS LIKE{1}HIV/AIDS{2}DIABETES{3}EPILEPSY{4} BLOOD CANCER{5} HPV{6} ALS{7} HEPATITIS{8}LOVE SPELL{9} SICKLE AND ANAEMIA

50. Hello Am From The UK , I want to write a little testimony about the good work of doctor Oyagu who cured me from Hsv 1 and 2 for just 2 weeks with his herbal medicine, I never believe I can be normal again and have a good life like others I always regretted the day I got diagnose with the virus, I was lost of hope when my doctor told me there is no cure for it but I keep thinking and thinking about my future, if I can have kids of my own well I am so grateful for my helper who get me cured with his herbal medicine, I go online in search of anything that can help me because I can’t deal with it forever so I found this doc Oyagu email on a blog of someone who was cured by him I quickly contact him for help and explain all my pain to him, he told me not to worry about it there is cure for real, I never believe until he send me the herbal medicine when I order for it and I have it within 4 days that is how I took the medicine for 2 week and the following week I go for test just to confirm I was 100% cured from this sickness what a miracle in my life I am so happy right now, you can also get in contact with him if you have such sickness through email address oyaguherbalhome@gmail.com or text him on what's app, phone number +2348101755322 or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from suffering.

51. Never give up in life they all say no cure to HSV 2 which is a big lie I have pass through many process also i never believe there is really cure to HERPES until I meet Dr.odoma the doctor that have been helping many people for many years, I come across this doctor online when I was searching for cure online I found out about this man, and to my greatest surprise this man have the herbal medicine which I have been looking for years I explain my problem to him through the email I found on someone who testify about him also, Dr.odoma write me a reply and explain how the process work so after ordering for the medicine I got it within 4 days and I took it according to the way Dr.odoma instructed, I was so happy after two week I took the medicine there was very big change in my health when I was done with the process I go for test, I found out I am negative that was the day I have the tears of joy you can also get in contact with my doctor through his website: https://drodomasolutionhome.simdif.com/ or email now drodomasolutionhome20@gmail.com, you can also WhatsApp him +2348100649947. And He also have herbs medicine to cured the following diseases; eczema,urethra wart,chronic problems.Herpes, Cancer, Als,Hepatitis, Diabetes, HPV,Infections,ulcer ETC

52. Am Here To Give My Testimony About A Doctor Who Helped Me In My Life. I Was Infected With HERPES SIMPLEX VIRUS In 2019, I Went To Many Hospitals For Cure But There Was No Solution, So I Was Thinking How Can I Get A Solution Out So That My Body Can Be Okay. One Day I Was In The River Side Thinking Where I Can Go To Get Solution. So A Lady Walked To Me Telling Me Why Am I So Sad And I Open Up All To Her Telling Her My Problem, She Told Me That She Can Help Me Out, She Introduce Me To A Doctor Who Uses Herbal Medication To Cure HERPES SIMPLEX VIRUS And Gave Me His Email, So I Mail Him. He Told Me All The Things I Need To Do And Also Give Me Instructions To Take, Which I Followed Properly. Before I Knew What Is Happening After Two Weeks The HERPES SIMPLEX VIRUS That Was In My Body Got Vanished . So If You Are Also Heart Broken And Also Need A Help, You Can Also contact Him Through Dr. Oyagu reach him oyaguherbalhome@gmail.com visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Or whatsapp him via +2348101755322

53. Herpes has been one of the most significant virus in the US now, and its spreading really fast, and the government are only producing medical drugs that can suppress it but rather keep on eliminating the African herbal doctors who were able to discover a way to completely cure the virus...I'm delighted to be finally cured of herpes 2 after i applied doctor Oyagu herbal medicine for two weeks ,,, I can tell you, I went back a month later to confirm my status and i was still negative.. If i could get cured, why do you think You can't?, you believe in the lying government and medical scientists and keep spending money on buying their stupid pills.. I'm glad I am finally cured from it forever...apply oyaguherbalhome@gmail.com herbal formula. Visit Herbalist Oyagu Natural Herbal Medicine Website : https://oyaguspellcaster.wixsite.com/oyaguherbalhome or contact him via WhatsApp +2348101755322 good luck as you reach him

54. I'm 61 years old.  I contracted hpv in 2011' I has be taking lot treatment for it and embarrassed some months ago the wart stated coming out seriously, I used lot recommendation because there was lot warts around my anus and was so . but today I'm totally happy I got the virus eliminated by using natural treatment from Dr Onokun herbal center after his treatment I got cured. all the warts went away' seriously believed Dr. Onokun he have the cure for human papillomavirus because he has eliminated hpv been in my body since 2011, Dr. Onokun make it possible for me. Here is Dr. Onokun email: Dronokunherbalcure@gmail.com or page at:  https://www.facebook.com/naturaltreatmentcenter1 or WhatsApp him via +1 ( 323 ) 689 3594 he is welled capable of curing terrible diseases.

55. Dear friends online My name is Destiny Hudson And I live in the USA, Dominica I am here today to appreciate the good work of Dr Oyagu, for helping me curing my HSV 1&2 Disease, I contacted the virus from my Partner, i found out he was cheating on me, so i broke up with him, 2 month later i went to test myself in the hospital when i was seeing sore on my mouth and Private areas, i was diagnosed of HSV 1&2. i tried using the acyclovir medicine but it didn't help in curing it, i went on a search and found out Dr Oyagu curing people illness, and so i got his email and i was told how i can get his herbal cure, 3 days later i received his medicine after using it for 2 weeks i was tested again and was confirm negative, today i am totally free. If you are over there looking for solution email: oyaguherbalhome@gmail.com or contact him on whatsapp +2348101755322 or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome today and share your own testimony. And He also has herbal cure for the Following DISEASES, eczema, urethra wart, chronic problems. Herpes, Cancer, Als, Hepatitis, Diabetes, HPV ,Infections, ulcer ETC

56. I'm 61 years old.  I contracted hpv in 2011' I has be taking lot treatment for it and embarrassed some months ago the wart stated coming out seriously, I used lot recommendation because there was lot warts around my anus and was so . but today I'm totally happy I got the virus eliminated by using natural treatment from Dr Onokun herbal center after his treatment I got cured. all the warts went away' seriously believed Dr. Onokun he have the cure for human papillomavirus because he has eliminated hpv been in my body since 2011, Dr. Onokun make it possible for me. Here is Dr. Onokun email: Dronokunherbalcure@gmail.com or page at:  https://www.facebook.com/naturaltreatmentcenter1 or WhatsApp him via +1 ( 323 ) 689 3594 and Website: Dronokunherbalcure.wordpress.com   he is welled capable of curing terrible diseases.

57. Good luck to anyone reading this true life story of mine, I Was Diagnosed With type 2 Herpes Virus Last year, And I Was Looking For Solution To Be Cured Luckily I Saw Testimonies On How Dr OYAGU Cure Herpes Virus I Decided To Contact Dr OYAGU I Contacted Him He Prepared A Herbal Medicine Portion And Sent It To Me, I Started The Herbal Medicine For My Health. He Gave Me Step By Step Instructions On How To Apply It, When I Applied It As Instructed, I Was Cured Of This Deadly Herpes Within 2 weeks, I Am Now Herpes Negative. My Brother And Sister I No That There Are So Many People That Have The Same Herpes Virus Please contact Dr OYAGU To Help You Too, And Help Me To Thank Dr OYAGU For Cure Me, I’m Cured By Dr. OYAGU Herbal Medicine, His Contact Email:oyaguherbalhome@gmail.com or visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Or Cell Whatsapp Number +2348101755322 thank you