sections

Sections

Time
Mon/Wed 12:15 pm - 1:15 pm

Location
Mon: CERAS 304 (Junga Kim)
Wed: CERAS 304 (Juliana Bambaci)

Week                   Stata

                        Math/ Lecture

            Handouts

No Section

Download and open files

Basic Stat. Analysis

          Handout Mon(1,2,3)

          Handout Wed(1, 2)

Merging Spreadsheets

Drawing Regression Line

Using Log File

Var(x), Cov(x,y), Corr (x, y)

Standard Unit

Skewness vs. Kurtosis

Handout Mon(1, Normal table)

Handout Wed( )

Stem; Boxplot; IQR

Tab x y, row col vs. ANOVA

Axiom vs. Theorem

Probability measures/numbers

Bayes’ Rule

Ex. Birthday problem

Ex. Disease/test problem

Handout Mon(1)

Handout Wed( )

Combining Dummy variables
into a Categorical Variable
Sum lifeexp, d
More options for graph
Density function vs. cdf
Probability function vs. density function
Expected value vs. Mean
IQR/ Mean/ Skewness (con'd)
Handout Mon(1)

Handout Wed( Note on Bayes' Rule )

Problem Set II Q/A

Creating Random Variables
- RV with Uniform/Binomial/Normal Distribution; Correlated RV's that have NDs.
Simulations
- Coin Tossing; Rolling a die (a pair of dice)
Estimating the probability using Stata E(a + bY), V(a+bY), V(X+Y)
Expected Value of 'X' vs. Expected Value of 'the Mean of X'
Variance of 'X' vs. Variance of 'the Mean of X' Handout Mon(1)

Generating RV of “Sum of RVs” Sampling without Replacement and a Correction Factor
Estimating SD of the population using SD of the sample: “Sample Variance, S^2 ” as an unbiased estimator of population variance
95% Confidence Interval Handout Mon(1)

t-test (mean comparison)
Calculating regression coefficients using Stata
Basic assumptions/terms for Classical Regression Handout Mon(1)

Week Stata	Math/ Lecture	Handouts
No Section
Download and open files Basic Stat. Analysis		Handout Mon(1,2,3) Handout Wed(1, 2)
Merging Spreadsheets Drawing Regression Line Using Log File	Var(x), Cov(x,y), Corr (x, y) Standard Unit Skewness vs. Kurtosis	Handout Mon(1, Normal table) Handout Wed( )
Stem; Boxplot; IQR Tab x y, row col vs. ANOVA	Axiom vs. Theorem Probability measures/numbers Bayes’ Rule Ex. Birthday problem Ex. Disease/test problem	Handout Mon(1) Handout Wed( )

Combining Dummy variables into a Categorical Variable Sum lifeexp, d More options for graph	Density function vs. cdf Probability function vs. density function Expected value vs. Mean IQR/ Mean/ Skewness (con'd)	Handout Mon(1) Handout Wed( Note on Bayes' Rule )
Problem Set II Q/A
Creating Random Variables - RV with Uniform/Binomial/Normal Distribution; Correlated RV's that have NDs. Simulations - Coin Tossing; Rolling a die (a pair of dice) Estimating the probability using Stata	E(a + bY), V(a+bY), V(X+Y) Expected Value of 'X' vs. Expected Value of 'the Mean of X' Variance of 'X' vs. Variance of 'the Mean of X'	Handout Mon(1)
Generating RV of “Sum of RVs”	Sampling without Replacement and a Correction Factor Estimating SD of the population using SD of the sample: “Sample Variance, S^2 ” as an unbiased estimator of population variance 95% Confidence Interval	Handout Mon(1)
t-test (mean comparison) Calculating regression coefficients using Stata	Basic assumptions/terms for Classical Regression	Handout Mon(1)