Monday, December 19, 2022

Handle Complex Statistical Data Analysis In R, Rstudio











About:

I am working as an independent statistical data analyst and researchers from a couple of years. I did MS in statistics, and well-versed in almost all statistical software such as RStudio, STATA, SPSS, Excel, and Minitab. I will assist in statistics and data analysis using said software. Additionally, I can report the results in formatted way (APA style), with meaningful explanation.

 

Besides this, I can assist with following specific topics.

  1. Data cleaning and analysis using proper statistical techniques and tools.
  2. Data visualization through proper graphs (like Bar chart, Boxplots, Histograms, Pie chart)
  3. Numerical summaries of all variables, such as Descriptive Statistics, Bivariate analysis 
  4. t-tests, Chi-square’s test, Parametric and Non-Parametric tests.
  5. ANOVA, Regression, correlations, MANOVA, EFA, PCA.
  6. Machine Learning models, such as Logistic Regression, Classification Tree, Random Forest, SVM, LDA, QDA, ROC curves, confusion matrix
  7. Report writing in MS word, Latex, and RMARKDOWN.



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