Tutoring AP Statistics
We are offering a personalized 10 sessions x 2-hour tutoring package designed to help high school students excel in Statistics. This comprehensive course focuses on mastering key topics in mechanics, deepening conceptual understanding, and honing problem-solving skills essential for success in exams and beyond.
Each session will feature tailored instruction based on the student’s needs, including detailed topic reviews, guided practice, and test-taking strategies. Lessons will incorporate experimental problem-solving, derivations, and connections to real-world applications, ensuring students build confidence and mastery of complex statistics and data science concepts.
Projected Curriculum (subject to review):
-Unit 1: Data Collection
Sampling and surveys, design of experiments
-Unit 2: Data Analysis
Categorical data, quantitative data
-Unit 3: Random Variables and Probability Distributions
Discrete random variables, transforming and combining random variables, specific probability distributions
-Unit 4: Continuous Random Variables
Measuring location in a distributions, continuous random variables, the normal distribution
-Unit 5: Sampling Distributions
Sampling distributions, sample proportions, sample means
-Unit 6: Confidence Intervals
Estimating a population proportion, estimating a difference in population proportions, estimating a population mean, estimating a difference in population means
-Unit 7: Hypothesis Tests
Tests about population proportion, population mean, difference in proportions, difference in means, Type 1 and Type II errors, power
-Unit 8: Linear Regression
Linear regression, inference for slopes
-Unit 9: Chi-Square
Chi-Square test for goodness of fit, Chi-Square test for two-way tables, calculating degrees of freedom
-Unit 10: Probability
Probability rules, conditional probability, Venn Diagrams, special probability problems
