Published items
Dependent Data in Statistical Analysis – STAT, Principles of Statistics I – Study Notes
Measures of Central Tendency, STAT 211 Principles of Statistics I – Study Notes
Measures of Variability and Spread, STAT 211 Principles of Statistics I – Study Notes
Quiz 1 Solutions - quiz review
Discrete Probability Distributions, STAT 211 Quiz 3 – Study Notes
Poisson Distribution, STAT 211 Quiz 3 – Study Notes
STAT 211 Quiz 3 Solutions - Review of Probability Distributions
Joint Probability Mass Functions, STAT 211 Quiz 5 – Study Notes
Hypothesis Testing and Z-Tests for Population Means, STAT 211 Quiz 7 – Study Notes
Hypothesis Testing: Z-Tests for Population Proportions, STAT 211 Quiz 7 – Study Notes
STAT 211 Quiz 7 Solutions: Hypothesis Testing and Conclusions
Hypothesis Testing – STAT 211, Quiz 7 – Study Notes
Introduction to Statistics: Definition, Scientific Method, and Research Process – STAT, Handout 01 – Study Notes
Why Study Statistics and Common Misconceptions – STAT, Handout 01 – Study Notes
Applications of Statistics: Real-World Case Studies – STAT, Handout 01 – Study Notes
Data Preparation, Analysis Guidelines, and Documentation – STAT, Handout 01 – Study Notes
Designed Experiments and Case Studies: Variance Components, the Challenger Disaster, and Risk Models – STAT, Handout 01 – Study Notes
Handout 01 - Introduction to Statistics: Key Concepts & Applications
Types of Statistical Studies, STAT I Handout 02 – Study Notes (Part 1 of 3)
Sampling Principles and Methods, STAT I Handout 02 – Study Notes (Part 2 of 3)
Estimation of Population Mean and Experimental Design, STAT I Handout 02 – Study Notes (Part 3 of 3)
Handout 02 - Types of Statistical Studies in Statistics I
Population Distributions: Populations, Random Variables, and Distribution Functions, STAT Principles of Statistics I, Handout 03 – Study Notes (Part 1 of 4)
Population Distributions: Location/Scale Families and Discrete Distributions, STAT Principles of Statistics I, Handout 03 – Study Notes (Part 2 of 4)
Population Distributions: Continuous Distributions and Mixture Distributions, STAT Principles of Statistics I, Handout 03 – Study Notes (Part 3 of 4)
Population Distributions: Simulation and Survival/Reliability Analysis, STAT Principles of Statistics I, Handout 03 – Study Notes (Part 4 of 4)
Handout 03 - Population Distributions in Statistics I Overview
Sample Estimators of the CDF, Principles of Statistics I, Handout 04 – Study Notes
Sample Estimators of the Quantile Function, Principles of Statistics I, Handout 04 – Study Notes
Sample Estimators of the PDF and PMF, Principles of Statistics I, Handout 04 – Study Notes
Handout 04 - Sample Estimators of CDF, PDF, Quantile Functions
Numerical Summaries and Parametric Estimation Methods – STAT, Handout 06 (Part 1 of 3) – Study Notes
Distribution-Free Summaries and Robust Estimation – STAT, Handout 06 (Part 2 of 3) – Study Notes
Measures of Correlation and Autocorrelation – STAT, Handout 06 (Part 3 of 3) – Study Notes
Handout 06 - Numerical Summaries & Estimators in Statistics I
Censored Data: Types of Censoring – STAT, Handout 07 – Study Notes
Censored Data: Form of Data and Parametric Estimation – STAT, Handout 07 – Study Notes
Censored Data: Distribution-Free Estimation and Kaplan-Meier – STAT, Handout 07 – Study Notes
CENSORED DATA HANDOUT 07 - METHODS OF STATISTICS I
Goodness of Fit for Discrete Distributions, STAT Principles of Statistics I, Handout 9 – Study Notes
Goodness of Fit for Continuous Distributions, STAT Principles of Statistics I, Handout 9 – Study Notes
Box-Cox Transformation to Normality, STAT Principles of Statistics I, Handout 9 – Study Notes
Handout 09 - Goodness of Fit and Box-Cox Transformations in Statistics I
Quantile-Quantile Plots and Reference Distribution Plots, STAT Principles of Statistics I, Handout 08 – Study Notes
Comparing Distributions, Mixture Distributions, Box Plots, and Outlier Detection, STAT Principles of Statistics I, Handout 08 – Study Notes
Time Series Plots, Comparison Graphs, and Multivariate Displays, STAT Principles of Statistics I, Handout 08 – Study Notes
Handout 08 - Graphical Summaries & Comparison Graphs in Statistics I
Sampling Distributions: Foundations, Bias, and MSE – STAT, Handout 10 Part 1 – Study Notes
Sampling Distributions of the Sample Mean and Sample Median – STAT, Handout 10 Part 2 – Study Notes
Sampling Distributions of S, Sample Quantiles, and Sample Proportion – STAT, Handout 10 Part 3 – Study Notes
Bootstrap Methods and MLE Sampling Distributions – STAT, Handout 10 Part 4 – Study Notes
Handout 10 - Understanding Sampling Distributions in Statistics I
Hypothesis Testing Principles, STAT Principles of Statistics I, Handout 12 – Study Notes
Tests About Population Mean, STAT Principles of Statistics I, Handout 12 – Study Notes
Nonparametric Tests, Proportion Tests, Variance Tests, and Bootstrap Methods, STAT Principles of Statistics I, Handout 12 – Study Notes
Hypothesis Testing Methods in Statistics I - Handout 12 Summary
Interval Estimators: Confidence Intervals Foundations – STAT 611, Handout 11 (Part 1 of 5) – Study Notes
Interval Estimators: Confidence Intervals for Proportions – STAT 611, Handout 11 (Part 2 of 5) – Study Notes
Interval Estimators: Asymptotic CIs, Sample Size, and Distribution-Free Quantile CIs – STAT 611, Handout 11 (Part 3 of 5) – Study Notes
Interval Estimators: Prediction Intervals and Tolerance Intervals – STAT 611, Handout 11 (Part 4 of 5) – Study Notes
Interval Estimators: Bootstrap, Transformations, Simultaneous CIs, and Wald MLE CIs – STAT 611, Handout 11 (Part 5 of 5) – Study Notes
Handout 11 - Interval Estimators for Statistics I Methods
Simple Linear Regression: Model and Least Squares Estimation – STAT, Handout 14, Part 1 – Study Notes
Simple Linear Regression: ANOVA, R², Intervals, and Model Checking – STAT, Handout 14, Part 2 – Study Notes
Simple Linear Regression: Correlation and Problems in Regression – STAT, Handout 14, Part 3 – Study Notes
Handout 14 - Simple Linear Regression for Statistics I
Hypothesis Testing for Multiple Populations: Comparing Means – STAT, Handout 13 (Part 1 of 3) – Study Notes
Hypothesis Testing for Multiple Populations: Comparing Proportions – STAT, Handout 13 (Part 2 of 3) – Study Notes
Hypothesis Testing for Multiple Populations: Variances, Correlation, and Multiple Comparisons – STAT, Handout 13 (Part 3 of 3) – Study Notes
Handout 13 - Hypothesis Testing for Multiple Populations in Statistics I
General Probability, STAT Principles of Statistics I – Study Notes
Bayes' Rule and the Law of Total Probability, STAT Principles of Statistics I – Study Notes
Reliability of Complex Systems (Series and Parallel), STAT Principles of Statistics I – Study Notes
General Probability & Bayes' Rule: Basic Examples & Applications
Propagation of Error, Theory and Rules – Experimental Physics Lab, HW 1 – Study Notes
Propagation of Error, Worked Examples – Experimental Physics Lab, HW 1 – Study Notes
HW1-1: Propagation of Error Analysis and Calculations
Standard Normal Distribution and Z-Scores, PHYS-216 Ch. 4 – Study Notes
Propagation of Uncertainty – Core Concepts, ENGR 216 HW 2 – Study Notes
Propagation of Uncertainty – Worked Examples, ENGR 216 HW 2 – Study Notes
ENGR 216 Spring 2026 HW 2: Propagation of Uncertainty Analysis
Simple Harmonic Motion and Spring Constant Determination, PHYS 226 Lab 6 – Study Notes
Error Propagation Foundations, ENGR 216 HW1 – Study Notes
Error Propagation Applied Problems, ENGR 216 HW1 – Study Notes
HW1 - ENGR 216 Error Propagation Homework Solutions
Finite Difference Methods, PHYS 216 HW 2 – Study Notes
Finite Difference Applications and Worked Problems, PHYS 216 HW 2 – Study Notes
216 HW 2 - Comprehensive Homework Answers and Solutions
Particle Statics, Free Body Diagrams, and Tension – ENGR/PHYS 214, HW 8 – Study Notes (Part 1 of 2)
Particle Statics, Multi-Force Equilibrium and Cable Geometry – ENGR/PHYS 214, HW 8 – Study Notes (Part 2 of 2)
HW8 Particle Statics - Free Body Diagrams and Tension Solutions
Universal Accounting Equation (UAE) in Engineering, Part 1 – Systems and Quantities – Study Notes
Universal Accounting Equation (UAE) in Engineering, Part 2 – the Six-Term Equation and Applications – Study Notes
Understanding the Universal Accounting Equation (UAE) in Engg Systems
Descriptive Statistics, Histograms and Frequency Distributions – ENGR 216, Topics 1–2 – Study Notes
Error Propagation and Finite Differences – ENGR 216, Topics 3–4 – Study Notes
Normal Distributions, Z-Tables and Confidence Intervals – ENGR 216, Topics 5–6 – Study Notes
Mass Balance and Universal Accounting Equation – ENGR 216, Topic 7 – Study Notes
ENGR 216 Comprehensive Exam Practice Questions and Solutions