Statistics Tutoring for a University student
Budget: $2 – $8 USD
On behalf of my daughter she wants 2 hors a day tutoring in Statistics aprox 40 hous month. She is in the last year of Psycology and need to overcome a couple of statistics subjects.
Topics not limited to this are:
Combinatorics and basic set theory notation
Probability definitions and properties
Common discrete and continuous distributions
Bivariate distributions
Conditional probability
Random variables, expectation, variance
Univariate and bivariate transformations
Convergence of random variables: in probability, in distribution, almost sure
Central Limit Theorem, Laws of Large Numbers
Estimation: bias, MSE, consistency, sufficiency, maximum likelihood, method of moments, UMVUE, Rao-Blackwell Theorem, Fisher Information
Hypothesis testing: significance level and power, Neyman-Pearson lemma, Likelihood ratio tests
Confidence Intervals: definitions, duality with hypothesis tests
Topics not limited to this are:
Combinatorics and basic set theory notation
Probability definitions and properties
Common discrete and continuous distributions
Bivariate distributions
Conditional probability
Random variables, expectation, variance
Univariate and bivariate transformations
Convergence of random variables: in probability, in distribution, almost sure
Central Limit Theorem, Laws of Large Numbers
Estimation: bias, MSE, consistency, sufficiency, maximum likelihood, method of moments, UMVUE, Rao-Blackwell Theorem, Fisher Information
Hypothesis testing: significance level and power, Neyman-Pearson lemma, Likelihood ratio tests
Confidence Intervals: definitions, duality with hypothesis tests