| Description |
1 online resource (xiv, 300 pages) : illustrations (some color), map |
| Contents |
BOOM! : time to event metrics -- Counting on uncertainty : preparing for burndown, arrival, wait times, and escape rates -- Burndown rates : shifting right the Bayesian way -- Risk arrival rates : shift left security metrics -- Wait-time rates : between arrival and departure is... waiting -- Escape rates -- Optimization basics with Bayesian linear regression -- ABC A/B testing and security ROI -- Dashboarding with BOOM! -- Simulating data like a pro |
| Summary |
"This book is predictive security metrics with R. It is a quantitative shift in security strategy and tactics that looks to the sciences, professional sports, and others for cues on measuring improvement (security, predictive analytics, and programming in R). The ultimate goal of this book is to show the truths about a corporation's security programs. This is done by confronting the program with data. That means the data coming from the program should unambiguously prove whether or not the technology team is improving the program. This book will be tool to be used in discovery how to improve IT security procedures"-- Provided by publisher |
| Analysis |
Baseline objectives and optimization measurements |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Description based on online resource; title from digital title page (viewed on May 17, 2022) |
| Subject |
Risk assessment -- Data processing
|
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Performance -- Measurement -- Data processing
|
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Quantitative research -- Data processing
|
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Security systems -- Data processing
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Hazard mitigation -- Data processing
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Risk assessment -- Data processing
|
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Security systems -- Data processing
|
| Form |
Electronic book
|
| LC no. |
2021062803 |
| ISBN |
9781119515418 |
|
1119515416 |
|
9781119515401 |
|
1119515408 |
|
