CALIFORNIA STATE UNIVERSITY, HAYWARD
DEPARTMENT OF STATISTICS
STATISTICS 3502/6304
Spring 2015
Lecture: TTh 2-3:50 ScN 206
Instructor: Prof. Eric A. Suess Office: ScN 229 Phone: 885-3879 e-mail: esuess@csueastbay.edu
Office Hours: TTh 1:00-2:00 or by appointment
My Website: http://www.sci.csueastbay.edu/~esuess/classes/Statistics_3502/sta3502.htm
Required Text:
Material To Be Covered:
· Basic Statistical Concepts: population, sample, variability, distribution, statistical reasoning
· Types of Data: quantitative, qualitative
· Descriptive Statistics: graphical methods (pie chart, bar graph, stem-plot, histogram, scatterplots) and numerical methods (mean, median, mode, percentiles, quantiles, variance, standard deviation, IQR)
· Basic Probability Concepts: sample space, outcome, event, probability, mutually exclusive, additive rule, independence, multiplication rule
· Probability Models: discrete models (binomial), continuous models (normal, t, exponential), expectation, variance
· Sampling and Sampling Distributions: simple random sampling (SRS), Central Limit Theorem (distribution of the sample mean)
· Statistical Inference: confidence level, confidence intervals, statistical significance, hypothesis tests
· Linear Regression: correlation, least-squares regression line, hypothesis testing for model significance
·
Chi-square Tests: Test of Homogeneity,
Test of Independence
·
Analysis of Variance: Comparison of many
group means
Homework: A list will also be on the website.
Quizzes and Exams: Two short quiz, two midterms will be given and the final. You are expected to bring a calculator with you to all exams and your Student I.D. for identification.
Grading:
· Homework 10%
· Quizzes 5%
· Projects 10%
· Midterm I 25%
· Midterm II 25%
· Final 25%
Policy on Make-up Exams: You are expected to take the quizzes and exams at the scheduled times. In case of genuine emergency, illness or hardship, for which you can present written documentation I may agree to arrange for a make-up exam. Make-up exams must always be arranged BEFORE the regular exam is given and always take place AFTER the regular exam. Quizzes may not be made up!