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
Statistics Tutoring Probability Tutoring Biostatistics tutoring Instrumental Variable Tutoring ORLANDO
Normal Distribution Probability Density Function
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