Description

Book Synopsis
This slim volume provides a very approachable guide to the techniques and basic ideas of probability and statistics and more advanced techniques such as generalised linear models, classification using logistic regression, and support-vector machines.

Table of Contents
1: First steps 2: Summarising data 3: Probablity 4: Probability distributions 5: Estimation and confidence 6: Models, p-values, and hypotheses 7: Comparing proportions 8: Relations between two continous variable 9: Several explanatory variables 10: Classification 11: Last Words

Data Analysis

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Order before 4pm today for delivery by Thu 18 Dec 2025.

A Paperback / softback by Graham Upton, Dan Brawn

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    View other formats and editions of Data Analysis by Graham Upton

    Publisher: Oxford University Press
    Publication Date: 28/08/2023
    ISBN13: 9780192885784, 978-0192885784
    ISBN10: 0192885782
    Also in:
    Mathematics Real analysis, real variables Science & Nature Maths for scientists

    Description

    Book Synopsis
    This slim volume provides a very approachable guide to the techniques and basic ideas of probability and statistics and more advanced techniques such as generalised linear models, classification using logistic regression, and support-vector machines.

    Table of Contents
    1: First steps 2: Summarising data 3: Probablity 4: Probability distributions 5: Estimation and confidence 6: Models, p-values, and hypotheses 7: Comparing proportions 8: Relations between two continous variable 9: Several explanatory variables 10: Classification 11: Last Words

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