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R stats programmer for data analytics task

I work for a non-profit [login to view URL] and am looking for a freelancer for a research activity I am leading in Honduras. I need someone with solid background in statistics and expert knowledge of R to develop code and run a sequence of statistical tests on dataset that I have. The time table on this assignment is start on/about December 1 and finish up that week or following.

I provide you with 50 some variables referenced to specific test to run -

Binomial logistic regression

Ordered logistic regression

Linear regression

...

I/research team will analyze each variable to assign correct test based on analysis of data* -

I provided to you to load into the R sequence

Illustrative sequence -

Select first variable from list of 50 some variables as the independent variable

Run spearman rank correlation test (link) for first (dependent) variable with other 50 some (independent) variables

Select variables with significant Spearman rank correlation (p < 0.05)

Input variables into a stepwise regression model - depending on text (see link for logistic)

This model should select one with

highest Rsquared (or pseudo Rsquared)

pvalue <0.05

etc.

May choose different options (forward, backward, or bidirectional)

Send results of the regression test - Research team will manually check final in STATA/SPSS

Навыки: Статистика, Статистический анализ, Язык программирования R, SPSS Statistics, Анализ и обработка данных

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О работодателе:
( 0 отзыв(-а, -ов) ) Tysons Corner, United States

ID проекта: #28225727

31 фрилансеров(-а) готовы выполнить эту работу в среднем за $432

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