| 1 |
An Introduction to Mixture Designs Analysis,Design,JMP,Optimal,Space Filling Designs
|
| 2 |
Confidence Intervals for the Median and Other Percentiles Confidence Interval; Confidence; Analysis; Median; Percentile; JMP
|
| 3 |
Data-Driven Model Development M&S; VV&A; Validation; Training; Model Checking
|
| 4 |
Equivalence Testing Analysis; JMP; Hypothesis Testing; Equivalence Acceptance Criterion
|
| 5 |
Improving the Interpretability of Bayesian Priors Analysis; Bayesian; Prior; Monte Carlo
|
| 6 |
Interpreting Confidence Intervals Confidence Interval; Confidence; Sample Size; Analysis; Margin of Error
|
| 7 |
MATLAB and R Integration with JMP JMP,MATLAB,R,Regression Trees
|
| 8 |
Model Building Process Part 1: Checking Model Assumptions Version 1.1 Analysis; Linear Regression; Outliers; Variance; Independence; Normality
|
| 9 |
Model Building Process Part 2: Factor Assumptions Analysis; Linear Regression; Multicollinearity; Lack of Fit; Variance Inflation Factor
|
| 10 |
Model Building Process Part 3: Model Goodness Metrics linear regression,R2,adjusted R2,AIC,BIC,PRESS
|
| 11 |
Nonparametric Tolerance Intervals Best Practice Analysis; Tolerance Interval; Sample Size; Nonparametric
|
| 12 |
Sampling from Arbitrary Distributions using the Rejection Method Analysis; Sampling; Bayesian; Monte Carlo; Acceptance Region
|
| 13 |
Scientific Test and Analysis Techniques in Technology Readiness Assessment Analysis; TRA; Test Planning; System Decomposition; Test Objectives; STAT Candidates
|
| 14 |
Statistical Hypothesis Testing Analysis; Hypothesis Testing; Sample Size; Risk; Significance Level; P-value
|
| 15 |
Statistics Reference Series Part 1: Descriptive Statistics Analysis; Descriptive Statistics; Graphical Summary; Numerical Summary
|
| 16 |
Statistics Reference Series Part 2: Probability Analysis; Probability; Continuous; Discrete; Probability Distribution
|
| 17 |
Statistics Reference Document Series Part 3: Inferential Statistics Estimation,Statistical Intervals,Hypothesis Testing,Linear Regression,Inferential Statistics
|
| 18 |
Tolerance Intervals Demystified Analysis; Tolerance Interval; Sample Size; Requirements; Normality
|
| 19 |
Uncertainty Quantification: An Overview Uncertainty Quantification; M&S; Emerging Technologies; Machine Learning; Bayesian; Monte Carlo; Design
|
| 20 |
Understanding Analysis of Variance Design; Analysis; ANOVA; Hypothesis Testing; JMP
|
| 21 |
Using Regression Trees Analysis; M&S; JMP; Prediction; Regression Trees
|
| 22 |
Using Statistical Intervals to Assess System Performance Analysis; Confidence; Design; Linear Regression; Prediction Interval; Tolerance Interval; Confidence Interval
|
| 23 |
Parametric Survivability Analysis Case Study parametric survivability,censored data
|
| 24 |
Case Study: Effects of Incomplete Randomization and Test Dependence in Flight Helmet Testing Randomization,Test Dependence,T&E Strategy,Independence
|
| 25 |
Interactive Inferential Statistics Flowchart Confidence Interval,Test design,measures,T&E strategy
|
| 26 |
Art of Stat Web Apps [artofstat.com/web-apps] Tool,Website
|
| 27 |
Test Science Interactive Tools [testscience.org/interactive-tools/] Tool,Website
|
| 28 |
Reliability Analytics Toolkit [https://reliabilityanalyticstoolkit.appspot.com/] Tool,Website
|
| 29 |
Top N Pareto Front Search Add-In (Ver. 1) Guide Pareto front,Define-Measure-Reduce-Combine-Select,reliability,decision-making,multiple criteria
|
| 30 |
Comprehensive Data Analysis for Decision Quality Information Analysis,Test Planning
|
| 31 |
Female Body Armor: Planning for Survey Success Survey,Sampling,Analysis
|
| 1 |
Constructing a Metric for Fidelity in Model Validation M&S; Validation; VV&A; Fidelity; Digital Engineering
|
| 2 |
Elements of a Mathematical Framework for Model Validation Levels Digital Engineering; M&S; Validation; Fidelity; Referent Authority; Scope
|
| 3 |
Model Based Systems Engineering for Developmental System Verification and Validation M&S,Digital Engineering,Validation,VV&A,MBSE,Systems Engineering
|
| 4 |
Model Selection and Use of Empiricism in Digital Engineering M&S; Digital Engineering; Digital Thread
|
| 5 |
STAT COE MRL White Paper: A Conceptual Framework for the Establishment of Model Readiness Levels M&S; Digitial Engineering; VV&A; Fidelity; Validation; Scope; Referent Authority
|
| 6 |
Model Validation Levels: Methods and Implementation Model valiation levels,validation,modeling and simulation,digital engineering,fidelity,test an evaluation
|
| 7 |
Case Studies on Model Validation Levels model validation levels,validation,modeling an simulation,test and evaluation
|
| 8 |
Evolutionary Design and Machine Learning for Modeling and Simulation Sampling,Artificial Intelligence,Design
|
| 1 |
Polar Plot Graph Builder Guide JMP,Exploratory Data Analysis,Polar Plot
|
| 2 |
System Decomposition Worksheet System Decomposition,Test Objectives,Requirements
|
| 3 |
STAT Planning Worksheet Reponses,Factors,Constraints and Limitations
|
| 4 |
Test Planning Worksheet Test Objectives,Responses,Sequential Test,Strategy,Power,Confidence,Signal,Design
|
| 5 |
Categorical Data in a Designed Experiment: Sizing Calculator Calculator,Categorical,Sizing,Design of Experiments
|
| 6 |
A Method to Quantify STAT Impact in DoD Test Design-Calculator STAT,Quantify,Calculator,Tool
|
| 7 |
Test Design Comparison and Selection Tables Test Design,Tool,T&E Strategy
|
| 8 |
Shiny App Binary Test Tools [https://stat-coe.shinyapps.io/BinaryTestTools/] Website,Shiny,Binary
|
| 9 |
Developing Unmanned Tests of Aircraft Life Support Systems Test Planning,Analysis,Air Force
|
| 1 |
Applying STAT within the DevSecOps Lifecycle Software,Agile,DevSecOps,Reliability,Automated Testing,Confidence Interval
|
| 2 |
Automated Software Test Implementation Guide for Managers and Practitioners Software,Automated Testing,Risk,Analysis,Design,T&E Strategy,Information Technology,Measures,Requirements,Test Objectives
|
| 3 |
Automated Software Testing Practices and Pitfalls Software,Automated Testing,VV&A,Test Objectives,Test Planning
|
| 4 |
Combinatorial Test Designs Software; Combinatorics; ACTS; Interactions
|
| 5 |
Software Reliability Fundamentals Software; Reliability; Information Technology; FRACAS; Agile
|
| 6 |
STAT for Software Testing Software; Design; Combinatorics; Covering Arrays; Measures; Interactions; Risk
|
| 1 |
Applying STAT to Defense Business Systems Software,Design,Combinatorics,Information Technology,Defense Business Systems
|
| 2 |
Assessing Rigor in Test Plans Scientific Test and Analysis Techniques,Rigorous Testing,Assessment
|
| 3 |
Calculating a Consensus of Opinion Subject Matter Expert; Consensus; Ratio-Scale Matrix; Multi-criteria Decision; Factor Reduction; T&E Strategy
|
| 4 |
Critical STAT Questions DOD Leadership Should Ask T&E Strategy; Critical Questions; Test Planning; Test Readiness Review
|
| 5 |
Effective Requirements and Measure for Autonomous Defense Systems Autonomy; Measures; Requirements
|
| 6 |
Evaluating Delivered Test Plans For STAT Content T&E Strategy; Test Planning
|
| 7 |
Implementing Rigor in Test Plans TEMP; T&E Strategy; System Decomposition; Factors; STAT Candidates
|
| 8 |
Quantifying STAT Impact in DoD Test Design Design; T&E Strategy; Quantification; Return on Investment; Monetize
|
| 9 |
Specifying STAT Requirements In Defense Contracts T&E Strategy; Contractor Testing; Design; Analysis; Requirements
|
| 10 |
Survey of AI-Enabled Tools for Application in Test & Evaluation Artificial Intelligence; Autonomy; Emerging Technology
|
| 11 |
Testing via Sequential Experiments T&E Strategy; Sequential Test; Design; Test Phases; Factor Reduction; Response Surface
|
| 12 |
Understanding Requirements for Effective Test Planning T&E Strategy; Test Planning; Requirements
|
| 13 |
Workshop Report: 2015 Advancement in Test and Evaluation of Autonomous Systems T&E Strategy,Autonomy,Requirements,Measures,Design
|
| 14 |
Workshop Report: 2019 Advancements in Test and Evaluation of Autonomous Systems T&E Strategy,Autonomy,Requirements,Measures,Design
|
| 15 |
Workshop Report: 2022 Advancements in Test and Evaluation of Autonomous Systems T&E Strategy,Autonomy,Requirements,Measures,Design
|
| 16 |
Radar Detection Performance using Design of Experiments - Case Study Experimental Design,Fractional Factorial,Statistical Analysis
|
| 17 |
Designed Experiments in a Heavily Constrained Operational Space Optimal Designs,Constraints,Design of Experiments,Prediction Variance
|
| 18 |
Split Plot Design of Experiments-Mortar Vehicle Ballistic Similitude Case Study mortar vehicle,factor comparison,screening design,sequential design,hard to change
|
| 19 |
On the Construction of a Standard Scale for Model Validation Referent Authority Referent Authority,Validation,Digital Engineering,Trust
|
| 20 |
Building Bridges, A Case Study: Assisting a Program from the Outside STAT Candidates,Strategy,T&E Strategy
|
| 21 |
FAMUS Case Study Design,Air Force,T&E Strategy,Test Objectives,System Decomposition
|
| 1 |
Binary Response and Single Stress Factor Test Methods Sequential Test; Logistic Regression; Three Phase Optimal Design; Sensitivity Testing; Ballistic Resistance; Design
|
| 2 |
Categorical Data in a Designed Experiment Part 1: Avoiding Categorical Data Design; Binary Response; Sample Size; Categorical Data; Confidence; Power
|
| 3 |
Categorical Data in a Designed Experiment Part 2: Sizing a design with a Binary Response Design; Binary Response; Categorical Data; Sample Size; Power; Confidence
|
| 4 |
Categorical Data in a Designed Experiment Part 3: Logistic Regression Design; Generalized Linear Model; Logistic Regression; Linear Regression; Binary Response; Categorical Factors
|
| 5 |
Categorical Data in a Designed Experiment Part 4: Estimating Power of Test Designs for a Binary Response Design; Power; Monte Carlo; Binary Response; Categorical Data
|
| 6 |
Classical Designs: Fractional Factorial Designs Design; Factor Reduction; JMP; Fractional Factorial; Interactions
|
| 7 |
Classical Designs: Full Factorial Designs Design; Randomization; Blocking; JMP; Interactions
|
| 8 |
Computer Experiments: Space Filling Design and Gaussian Process Modeling Design; Space Filling Design; Computer Simulations; Deterministic Response; Sample Size
|
| 9 |
Controlling Conditions is Key for Meaningful Operational Test Results Design; Factors; Constraints and Limitations; Operational Test
|
| 10 |
Developing Effective Test Objectives Design; Test Planning; Test Objectives; Sequential Test
|
| 11 |
Iterative Developmental Testing Considerations Design; Sequential Test; Linear Regression; Factor Reduction; Augmentation
|
| 12 |
Quantifying Test Risk Using Design of Experiments Risk; Design; Quantification; Power; Test Planning
|
| 13 |
Randomization: A Core Principle of DOE Randomization; Design; Split Plot; Constraints and Limitations; Factors; Power
|
| 14 |
STAT Planning Tool Guide Design; TEMP; Test Planning; Test Objectives; Factors; Responses; Constraints and Limitations
|
| 15 |
STAT Planning Tool - Application Design; TEMP; Test Planning; Test Objectives; Factors; Responses; Constraints and Limitations
|
| 16 |
Study Guide to Design of Experiments Learning Series by J. Stuart Hunter, Lessons 10-15 Design; Hypothesis Testing; Analysis
|
| 17 |
Study Guide to Design of Experiments Learning Series by J. Stuart Hunter, Lessons 1-9 Design; ANOVA; Randomization; Blocking
|
| 18 |
Survey & Questionnaire Design Survey; Bias; Sampling; Design; Likert Scale; Factor Analysis; Principal Component Analysis; Cluster Analysis
|
| 19 |
Test Design Comparison and Selection Design; Factors; Power; Test Planning
|
| 20 |
Test Facility DOE Survey Randomization,replication,blocking,sequential testing,execution
|
| 21 |
Understanding the Signal to Noise Ratio in Design of Experiments Design; Power; Signal; Noise; Variance
|
| 22 |
Using OC Curves to Balance Cost and Risk Design; Operating Characteristic Curves; Acceptance Testing; Sampling Plan
|
| 23 |
The Test Design for Ship Defense Against a Small Boat Threat Small Boat Threat,Mission Decomposition,Design of Experiments
|
| 24 |
Lessons Learned from an Incompletely Randomized Test Design Design; Randomization; Analysis; Factors; Constraints and Limitations
|
| 25 |
B-52 Case Study DOE,planning,design,execution,analysis,significant effect
|
| 26 |
Test design strategy for DCGSN Website Teaser Navy; T&E Strategy; Design; System Decomposition; Requirements
|
| 27 |
Test design strategy for MGUE IST T&E Strategy; Design; System Decomposition; Requirements
|
| 28 |
Case Study SBIRS Block 20 T&E Strategy; Design; System Decomposition; Requirements; SBIRS
|
| 29 |
Shiny App Availability Tool [https://kolsti-dev-apps.shinyapps.io/Availability_Conf_Interval_Tool/] Availability,Shiny,Tool
|
| 30 |
Practical Design of Experiments Considerations for Iterative Developmental Testing Sequential Test,Regression Trees
|
| 31 |
Sizing Test Designs with Binary Versus Continuous Responses: Improving the Major League Baseball Playoffs Binary Response,Modeling and Simulation,M&S,Factors
|
| 32 |
Assessment of Radar Detection Performance using Design of Experiments Design,Risk,Analysis
|
| 33 |
Developing Test Designs with Constrained Factors for Military Fast Jet Life Support Systems Air Force,Design,Optimal,Constraints,Limitations
|
