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Data Analytics for Engineering and Construction Project Risk Management

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Cover of 'Data Analytics for Engineering and Construction Project Risk Management'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Uncertainty and Risk
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    Chapter 2 Project Risk Management Fundamentals
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    Chapter 3 Second Moment Approach for the Probability Distribution of Project Performance Functions
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    Chapter 4 Monte Carlo Simulation Approach for the Probability Distribution of Project Performance Functions
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    Chapter 5 Correlation in Projects
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    Chapter 6 Estimating Means, Variances, and Correlations Based on Experts’ Judgment
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    Chapter 7 Sensitivity and Common Cause Effects
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    Chapter 8 Approximate Risk Function for Project Durations
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    Chapter 9 Contingency and Management Reserves
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    Chapter 10 Bayesian Revision of Probability Estimates
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    Chapter 11 Managing Contingency and Budget to Complete
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    Chapter 12 Statistical Project Control
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    Chapter 13 Forecasting Project Completion
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    Chapter 14 Forecasting with Learning Curve Models
Attention for Chapter 1: Introduction to Uncertainty and Risk
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