Homework Help is Here – Start Your Trial Now!
Engineering
Computer Science
According to the Hoeffding's inequality equation for sample vs actual data: PEin - Eout <2Me-2²N Where P is probability, M is number of samples, N is a sample size, Ein and Eout are in and out of sample errors respectively. What is the ideal condition to have a perfect sample that can represent the whole population? Why is it impossible to get it? Show it mathematically.

According to the Hoeffding's inequality equation for sample vs actual data: PEin - Eout <2Me-2²N Where P is probability, M is number of samples, N is a sample size, Ein and Eout are in and out of sample errors respectively. What is the ideal condition to have a perfect sample that can represent the whole population? Why is it impossible to get it? Show it mathematically.

Database System Concepts
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
See similar textbooks
icon
Related questions
Question
I need this solved ASAP, thank you for the help
According to the Hoeffding's inequality equation for sample vs actual data: P[Ein - Eout |≤ 2Me-2²N Where P is probability, M is number of samples, N is a sample size, Ein and Eout are in and out of sample errors respectively. What is the ideal condition to have a perfect sample that can represent the whole population? Why is it impossible to get it? Show it mathematically.
Transcribed Image Text:According to the Hoeffding's inequality equation for sample vs actual data: P[Ein - Eout |≤ 2Me-2²N Where P is probability, M is number of samples, N is a sample size, Ein and Eout are in and out of sample errors respectively. What is the ideal condition to have a perfect sample that can represent the whole population? Why is it impossible to get it? Show it mathematically.
Expert Solution
steps

Step by step

Solved in 2 steps

SEE SOLUTIONCheck out a sample Q&A here
Blurred answer
Knowledge Booster
Probability Problems
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education
SEE MORE TEXTBOOKS