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Thiago G. Martins | Stat PhD candidate and Data Scientist at Yahoo!Stat PhD candidate and Data Scientist at Yahoo!
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Stat PhD candidate and Data Scientist at Yahoo!
http://tgmstat.wordpress.com/
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Thiago G. Martins | Stat PhD candidate and Data Scientist at Yahoo! | tgmstat.wordpress.com Reviews
https://tgmstat.wordpress.com
Stat PhD candidate and Data Scientist at Yahoo!
tgmstat.wordpress.com
thiagogm | Thiago G. Martins
https://tgmstat.wordpress.com/author/thiagogm
Thiago G. Martins. Data Scientist at Yahoo! The Kelly criterion for gambling. July 18, 2014. Assume that a gambler has the possibility to bet a fraction. Of his capital in the outcome of a specific event. The Kelly criterion first presented in [1]. And summarized below find the. That maximizes the exponential rate of growth of the gambler’s capital under different scenarios, which is equivalent to maximizing period by period the expected log utility based on the current capital. Exponential rate of growth.
Logistic regression (according to Coursera’s ML course) | Thiago G. Martins
https://tgmstat.wordpress.com/2013/05/15/third-week-of-courseras-machine-learning
Thiago G. Martins. Data Scientist at Yahoo! Logistic regression (according to Coursera’s ML course). May 15, 2013. The third week of the. Andrew Ng’s Machine Learning course at Coursera. Following is the definition of the logistic regression model. Is the logistic function (also called sigmoid function). Its cost function is given by. Provides a nice tutorial about optimization in R. That minimizes Eq. ( 1. Have been found we can predict the value of. For new values of. Using the following rule. Regulari...
Near-zero variance predictors. Should we remove them? | Thiago G. Martins
https://tgmstat.wordpress.com/2014/03/06/near-zero-variance-predictors
Thiago G. Martins. Data Scientist at Yahoo! Near-zero variance predictors. Should we remove them? March 6, 2014. Here I discuss this quick solution but point out that this might not be the best approach to use depending on your problem. That is, throwing data away should be avoided, if possible. It would be nice to know how you deal with this problem. Zero and near-zero predictors. Constant and almost constant predictors across samples (called zero and near-zero variance predictors in [1]. Colnames(Germa...
The Kelly criterion for gambling | Thiago G. Martins
https://tgmstat.wordpress.com/2014/07/18/the-kelly-criterion-for-gambling
Thiago G. Martins. Data Scientist at Yahoo! The Kelly criterion for gambling. July 18, 2014. Assume that a gambler has the possibility to bet a fraction. Of his capital in the outcome of a specific event. The Kelly criterion first presented in [1]. And summarized below find the. That maximizes the exponential rate of growth of the gambler’s capital under different scenarios, which is equivalent to maximizing period by period the expected log utility based on the current capital. Exponential rate of growth.
Scheduling R scripts to run on a regular basis | Thiago G. Martins
https://tgmstat.wordpress.com/2013/09/11/schedule-rscript-with-cron
Thiago G. Martins. Data Scientist at Yahoo! Scheduling R scripts to run on a regular basis. September 11, 2013. Recently I was working on a project with a friend of mine to scrape some data from a website. However, we needed to scrape the data on a daily basis. Obviously, we wouldn’t run the script manually every day. I was aware that cron. Could do the job, although I had never used it before. After that a crontab file will open to which you can add a command with the following form:. Where the meaning ...
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Chat | I smile so I am
https://songsy.wordpress.com/about
I smile so I am. Whatever you want to say, just leave a message here. It’s a private blog but all remarks are welcome. I like to share my stories, and I also like to hear yours. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. You are commenting using your Facebook account. ( Log Out. Thiago G....
Good science must be clear and easily understood | I smile so I am
https://songsy.wordpress.com/2012/10/09/good-science-must-be-clear-and-easily-understood
I smile so I am. Laquo; Mid-Autumn Festival. Good science must be clear and easily understood. Posted October 9, 2012 by songsy in research. I should take my mentor as a good example. I swear I will not write anything that’s ambiguous and I will strive to make things clear and easy to understand. Yamanaka has won his Nobel Prize today, but his finding has already been accepted and broadly developed. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:.
Mid-Autumn Festival | I smile so I am
https://songsy.wordpress.com/2012/09/29/mid-autumn-festival
I smile so I am. Laquo; The first blog should be “Hello US”. Good science must be clear and easily understood. Posted September 29, 2012 by songsy in little doodle. Really life is far complicated than that. Happy life requires everyday effort. We always disregard the process and admire the agreeable result. When asked about my favorite quote from a movie, I wrote, “Forest, run! One response to this post. On September 30, 2012 at 1:40 am. When you chasing your goal, just do not forget to keep smiling:).
I’m back | I smile so I am
https://songsy.wordpress.com/2015/01/02/im-back
I smile so I am. Laquo; Good science must be clear and easily understood. Posted January 2, 2015 by songsy in little doodle. I totally forgot I still have this blog…How time flies! Two years have passed since this blog opened. And I left it barren for two and half years. How things have changed. I already moved out of the first apartment I lived. Haipeng had come from Florida as my boyfriend and gone back to Florida as my fiance. Leave a Reply Cancel reply. Enter your comment here. My friend’s blog.
CV – Research Side Effects
https://borishejblum.wordpress.com/cv
Statistics, Life, Science and Data as come across by Boris Hejblum. My CV in PDF format. R Graphics Cookbook online. Not So Standard Deviations. Thiago G. Martins blog. Blog at WordPress.com.
Teaching/Enseignement – Research Side Effects
https://borishejblum.wordpress.com/teach
Statistics, Life, Science and Data as come across by Boris Hejblum. STA206 Analyse de données multivariées [ poly. R Graphics Cookbook online. Not So Standard Deviations. Thiago G. Martins blog. Create a free website or blog at WordPress.com.
Software – Research Side Effects
https://borishejblum.wordpress.com/software
Statistics, Life, Science and Data as come across by Boris Hejblum. An R package to perform kernel machine score test for pathway analysis in the presence of semi-competing risks. Available on CRAN. Development version available on github. An R package to perform Dirichlet process mixture of multivariate normal, skew-normal or skew t-distributions modeling oriented towards flow-cytometry data preprocessing applications, using C code to speed up computations. Available on CRAN. R Graphics Cookbook online.
Blog posts – Research Side Effects
https://borishejblum.wordpress.com/blog-posts
Statistics, Life, Science and Data as come across by Boris Hejblum. CRAN CHECK NOTE sub-directories of 1Mb or more: libs. April 27, 2016. April 27, 2016. I just released a new package on CRAN. It’s called NPflow. It performs Dirichlet process mixture of multivariate normal, skew-normal or skew t-distributions modeling. You should check it out. I was a little worried because the check from Travis CI. Before submitting to CRAN! Less than 12 hours later, NPflow. F* * Yeah, I’m published! June 26, 2015.
Scientific publications – Research Side Effects
https://borishejblum.wordpress.com/publications
Statistics, Life, Science and Data as come across by Boris Hejblum. Agniel D, Hejblum BP. Variance component score test for time-course gene set analysis of longitudinal RNA-seq data,. Liao KP*, Sparks JA*, Hejblum BP. Kuo IH, Cui J, Lahey LJ, Cagan A, Gainer VS, Liu W, Cai TT, Sokolove J, Cai T, Phenome-wide association study of autoantibodies to citrullinated and non-citrullinated epitopes in rheumatoid arthritis,. In press, 2016. DOI: 10.1177/0962280216653427. Neykov M, Hejblum BP. Evidence synthesis ...
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Thiago G. Martins | Stat PhD candidate and Data Scientist at Yahoo!
Thiago G. Martins. Stat PhD candidate and Data Scientist at Yahoo! The Kelly criterion for gambling. July 18, 2014. Assume that a gambler has the possibility to bet a fraction. Of his capital in the outcome of a specific event. The Kelly criterion first presented in [1]. And summarized below find the. Discussion on why this choice of optimization makes sense was formally discussed in [2]. Exponential rate of growth. Lets define a quantity. Is the gambler’s capital after. Of success and a probability.
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