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Software cost estimators often use a linear regression model with a single explanatory variable to estimate quantities like final size, effort, and schedule. This is…
Simple Linear Regression (SLR) Demo Part 2 of 2
From Aaron Thomas
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Software cost estimators often use a linear regression model with a single explanatory variable to estimate quantities like final size, effort, and schedule. This is…
Simple Linear Regression (SLR) Demo Part 1 of 2
From Aaron Thomas
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Software cost estimators often use parametric methods and perform regression analysis on a database of multiple similar systems for estimating purposes. This video…
Regression Using the Data Analysis Toolpak in…
From Aaron Thomas
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Software cost estimators often use parametric methods and perform regression analysis on a database of multiple similar systems for estimating purposes. This video…
Regression and Model Selection
From Aaron Thomas
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Often software cost estimators find a relationship between variables that is not linear. This video is the second of two that provide cost estimators with examples of…
Non-Linear Regression Part 2
From Aaron Thomas
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Often software cost estimators find a relationship between variables that is not linear. This video is the first of two that provide cost estimators with examples of…
Non-Linear Regression Part 1
From Aaron Thomas
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This video provides cost estimators with examples of using linear regression to create formulas for estimating both software growth and software effort. The video…
Flat Regression for Growth / Effort
From Aaron Thomas
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A task not always discussed by software cost estimators is the need to estimate the schedule for a particular software development task. This video provides cost…
Calculating Software Schedules
From Aaron Thomas
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A key task for software cost estimators is developing an estimate of the effort required based on some measure of program size. This video provides cost estimators…
Calculating Software Effort (from ESLOC)
From Aaron Thomas
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DoD software cost estimators are often called upon to discretely estimate the final size of developed software. This video provides cost estimators with an example of…
Calculating Linear Code Growth
From Aaron Thomas
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While there are many software development paradigms, DoD uses mainly agile and waterfall processes during acquisition management. This video provides cost estimators…
Basics of Software Development Paradigms
From Aaron Thomas
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This video is an overview of the Beta Distribution
Beta Distribution Simulation
From Rhonda Bruce
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A presentation by the OSD Cost Assessment and Program Evaluation (CAPE), Mr. Daniel Germony, on the cutting-edge application of Data Science for Cost Estimating. This…
Data Science for Cost Estimating Webinar
From Hannah Francis
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The second of seven videos in the The Basics of Cost Analysis series. James and his team discuss how cost estimators don't work alone. They rely heavily on program…
Requirements Drive Cost Estimates (Basics of Cost…
From Chad Reynolds
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The fourth of seven videos in the The Basics of Cost Analysis series. James and his team discuss how cost estimators collect four general categories of data when…
Types of Data (Basics of Cost Analysis)
From Chad Reynolds
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