## Videos, Books, & Tools

#### Lecture Videos

Introduction to ENRE

#### Free Textbooks

Textbook: Probability Distribution Used in Reliability Engineering

#### Downloadable Conference Slides

#### Computational Scripts

Weibull Plotting of Single Data (Example Problem 5.1), from *Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment* by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson

*A probability plotting script that plots a single data under assuming a Weibull distribution.*

MATLAB, R

Weibull Plotting of Multiple Data (Example Problem 4.7) from

MATLAB, R

Lognormal Plotting of Single Data (Example Problem 5.1) from

MATLAB, R

Lognormal Plotting of Multiple Data (Example Figure 4.7) from*Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment*by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson

MATLAB, R

Life-Stress (Arrhenius Model) Relationship Plotting (Example Problem 4.7) from*Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment*by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson

MATLAB, R

Step Stress Evaluation with MLE (Example Problem 4.17) from*Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment*by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson

MATLAB, R

Step Stress Evaluation with Bayesian Parameter Estimation (Example Problem 4.19) from*Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment*by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson

MATLAB, R, WinBUGS

*Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment*by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson*A probability plotting script that plots multiple data under assuming a Weibull distribution.*MATLAB, R

Lognormal Plotting of Single Data (Example Problem 5.1) from

*Probabilistic Physics of Failure Approach to Reliability: Modeling, Accelerated Testing, Prognosis and Reliability Assessment*by Mohammad Modarres, Mehdi Amiri, and Christopher Jackson*A probability plotting script that plots a single data under assuming a lognormal distribution.*MATLAB, R

Lognormal Plotting of Multiple Data (Example Figure 4.7) from

*A probability plotting script that plots multiple data under assuming a lognormal distribution.*MATLAB, R

Life-Stress (Arrhenius Model) Relationship Plotting (Example Problem 4.7) from

*A simple relationship plot of three different stress levels under the Arrhenius life-stress model.*MATLAB, R

Step Stress Evaluation with MLE (Example Problem 4.17) from

*An example of maximum likelihood estimation being used to evaluate a step-stress problem.*MATLAB, R

Step Stress Evaluation with Bayesian Parameter Estimation (Example Problem 4.19) from

*An example of Bayesian parameter estimation being used to evaluate a step-stress problem. NOTE: The R and WinBUGS script should be downloaded together to use in R. WinBUGS should be in the system and the R2WINBUGS package needs to be loaded to execute the R and WinBUGS version.*MATLAB, R, WinBUGS

Bayesian Parameter Estimation of a Single Data Set (Example Problem 5.2) from

*An example of Bayesian parameter estimation being used to solve a degradation problem for a single data set. NOTE: The R and WinBUGS script should be downloaded together to use in R. WinBUGS should be in the system and the R2WINBUGS package needs to be loaded to execute the R and WinBUGS version.*

MATLAB, R, WinBUGS