My services include statistics tutoring, probability tutoring, biostatistics tutoring, SPSS tutoring, stata tutoring, Instrumental Variable Tutoring etc. 

I can help in the following topics: 

     Descriptive Statistics 

Data analysis Sample mean variance IQR range Outliers   Boxplot Expected value 

Random Variables 

Discrete and   Continuous random variables, probability density and cumulative distribution function, random variables  binomial   poisson geometric exponential normal distribution  gamma distribution 

Probability

Conditional probability, Bayes Rule, Area under normal curve, addition law, multiplication rule, permutation, combination, sensitivity, specificity, prevalence, PV+, PV-

Estimators 

Unbiasedness Consistency cramer rao   bound, deriving maximum likelihood, method of moment estimators 

Inferential Statistics 

One Sample and two sample t-test hypothesis testing, test on equality of mean, variance and proportion,  F test chi square test, confidence interval, power of test, sample size from power and sample size given error,  one way anova factorial anova central limit theorem 

Non parametric tests 

Signed Rank, Rank Sum, Sign Test, Kruskal Wallis

Linear Regression

Least   squares estimation, Partial   F test Chunk Test R-squared Logistic regression Probit Logit Difference in Difference Fixed effects Random effects linear probability model propensity matching

Software help

Stata SPSS R Minitab  Excel Gretl Eviews  

See Sample Notes