Handouts

Week15:

Spotlight R Notebook: Simulated Confidence Intervals
Spotlight R package: pwrss
Simulation of the confidence level
- confidence.html
- confidence.qmd
Power and Effect Size
- power.html
- power.qmd
Likelihood Ratio Test examples
- likelihood_ratio.html
- likelihood_ratio.qmd
Distribution of the p-value under the null hypothesis.
- p-value.html
- p-value.qmd

Week14:

Normal MLE, parametric and nonparametric bootstrap of the mean.
- normal_basic.r percentile bootstrap and method presented in the book (basic).
- normal_para.r nonparametric bootstrap using the boot function.
Nonparametric Bootstrap.
- npbootstrap.pdf
- npbootstrap.R

Week13:

Week11:

Fitting models to a random sample.

Using the R package fitdistrplus to fit models to a random sample.

MLEs

Using the R package fitdistrplus to fit models to a random sample.

Week10:

Simulation of the Sampling Distributions of order statistics.

Week08:

Ch. 7 Survey Sampling has been posted

Week07:

Week06:

Week05:

Week04:

Week03:

Class Handouts:
- Leemis_chart
- Leemis_chart2
Transformation of uniform random numbers. Use of the quantile function.
- TransUnif.pdf
- TransUnif.qmd

Week02:

Class Handouts:
- probability_examples.pdf
- probability_models.pdf
Introduction to R. IntroductionR.pdf
- prog1.R
- prog2.R
- prog3.R
- prog4.R
- prog5.R
- prog6.R
Birthday Problem Stats Magazine Paper. Birthday.pdf
Examples:
- Introduction to simulation in R. example1.r
- Introduction to graphics in R. example2.r
- RANDU example3a.r
Please take look at the following Handouts on random number generation.
- handout1.pdf Generating Pseudo-random Numbers
- handout2.pdf Simulation Example
- handout3.pdf Simulating Discrete Random Variables
- handout4.pdf Simulating Normal Pseudo-random Numbers