My services include statistics tutoring, probability tutoring, biostatistics tutoring, SPSS tutoring, stata tutoring, etc.
I can help in the following topics:
Data analysis Sample mean variance IQR range Outliers Boxplot Expected value
Discrete and Continuous random variables, probability density and cumulative distribution function, random variables binomial poisson geometric exponential normal distribution gamma distribution
Conditional probability, Bayes Rule, Area under normal curve, addition law, multiplication rule, permutation, combination, sensitivity, specificity, prevalence, PV+, PV-
Unbiasedness Consistency cramer rao bound, deriving maximum likelihood, method of moment estimators
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
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
Stata SPSS R Minitab Excel Gretl Eviews
See Sample Notes
Statistics Tutoring Probability Tutoring Biostatistics tutoring
Normal Distribution Probability Density Function
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