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Applied Statistics for Data Analysis

  • PHA 6935 Applied Statistics for Data Analysis

    Credits: 3
    Tuition: $1,725


    Description

    Applied Statistics for Data Analysis provides students with the basic knowledge of how scientific evidence is classified and how statistical procedures are utilized to analyze data. This encompasses common descriptive measures such as the mean, standard deviation, and uncertainty of measurements as well as comparative statistics that aim to compare two or more population means or perform simple linear regression. These basic statistical operations are important for every-day tasks conducted in an analytical laboratory. No matter which field the student will be working in, a basic understanding of the scientific method and the statistics used to analyze data is essential to the job performance.

    Prerequisites

    Please review our recommended course order.

    Topics

    Module Topic
    Module 1 Introduction to Scientific Evidence and Statistics
    Module 2 Measures of central tendency and the normal distribution
    Module 3 Probability
    Module 4 Discrete random variables and probability distributions
    Module 5 Estimation of mean and standard deviation and the normal distribution
    Module 6 Hypothesis testing for one or two population means, Student t-test
    Module 7 Hypothesis testing for small sample sizes and multinomial experiments, Fisher’s exact test
    Module 8 Analysis of Variance and multiple comparison tests
    Module 9 Simple linear regression

    Required Materials

    Introductory Statistics
    Author: Prem S. Mann
    Publisher: Wiley; 9th edition (28/03/2017)
    ISBN-10: 1119248949
    ISBN-13: 978-1119248941

    Any of the earlier editions (6th, 7th or 8th) will also be acceptable. Some editions are accompanied by a Student Solutions Manual, which is useful for practicing the exercises in the book, but it is not necessary. The text book should be used to support the theoretical understanding and provision of examples beyond those provided in the modules of this course. In addition, some editions have an accompanying Student Study Guide, but purchase is not necessary.

    Library Access

    Distance Education and UF Online Students enjoy the same library privileges as on-campus students.
    To utilize the University of Florida Library System, click here!

    At a Glance

    Key Dates

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