Statistics for Civil & Environmental Engineers

coursetab

c_lecno Title files
00 Syllabus Syllabus.pdf
01 Introduction to Course & “R” Software Environment CM01.pdf
02 Graphical Representation of Data (A&T 1.2-1.3, Supp #1) CM02.pdf
03 Numerical Descriptors of Data (A&T 1.2-1.3, Supp #1) CM03.pdf
04 Elements of Set Theory – Part I (A&T: 2.1-2.2) CM04.pdf
05 Elements of Set Theory – Part II (A&T: 2.1-2.2) CM05.pdf
06 Elements of Probability Theory – Part I (A&T: 2.3) CM06.pdf
07 Elements of Probability Theory – Part II (A&T: 2.3) CM07.pdf
08 Total Probability Theorem & Bayes Rule (A&T: 2.3) CM08.pdf
09 Random Variable and Probability Distribution Functions (A&T: 3.1) CM09.pdf
10 Probability Distribution Functions and Partial Descriptors (A&T: 3.1) CM10.pdf
11 Useful Distribution Models – Part I (A&T: 3.2) CM11.pdf
12 Useful Distribution Models (A&T: 3.2) CM12.pdf
13 Multiple Random Variables – Part I (A&T: 3.3) CM13.pdf
14 Multiple Random Variables – Part II (A&T: 3.3, Supp #2) 1. Covariance and Correlation Coefficient (Recall sample COV and sample corr. coeff CM14.pdf
15 Extreme Value Distributions (A&T 4.2.3) CM15.pdf
16 Function of Random Variables (A&T 4.2) CM16.pdf
17 Mathematical Expectations of Linear Functions (A&T: 4.3; Supplement #3) CM17.pdf
18 Mathematical Expectations of Nonlinear Functions (A&T: 4.3; Supplement #3) CM18.pdf
19 Monte Carlo Simulations; Propagation of Uncertainty; and Central Limit Theorem (A&T 5.2; Supplement #4-6) CM19.pdf
20 Point Parameter Estimation (1) (A&T: 6.1-6.2) CM20_revised.pdf
22 Hypothesis Testing (A&T: 6.3) CM22.pdf
23 Testing Validity of Distributions: (1) Probability Papers (A&T: 7.2) CM23.pdf
24 Testing Validity of Distributions: (2) Chi-square Test, K-S Test, A-D Test (A&T: 7.3) CM24.pdf
25 Regression Analysis (A&T: 8.2-8.7) Given: CM25.pdf
26 Introduction to Bayesian Approach (A&T: 9.1-9.3) Given: CM26.pdf