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Predicting using Grouped Data : Probability


    what you'll learn...

overview

In this page, finding probability of grouped data is explained with some examples.

predicting

Consider the data height of students in a class of 20 students.

   90.2, 97.4, 99.7, 88.3, 90.7

   93.5, 96.8, 89.5, 99.5, 98.9

   91.2, 101.3, 94.0, 93.4, 93.1

   94.7, 96.9, 92.8, 91.8, 99.6

The figure shows the grouped data with ranges less than 90, 90 to 95 range, 95 to 100 range, and greater than 100.

grouping of data in tabular form

Considering this to be representative data for students of that age group, We try to predict the height of a student.

The probability of a random student in the height range 95 to 100 =5/20

probability of the continuous data

The probability of a random student of that age group in each of the range is given in the table.

zero probability

The probability of a random student to be exactly 97cm high is 0. It is noted that the probability of getting one particular value is 0 in continuous distribution. This will be explained in detail in higher classes.

different representation

Consider the data height of students in a class of 20 students.

   90.2, 97.4, 99.7, 88.3, 90.7

   93.5, 96.8, 89.5, 99.5, 98.9

   91.2, 101.3, 94.0, 93.4, 93.1

   94.7, 96.9, 92.8, 91.8, 99.6

The figure shows the grouped data with ranges less than 90, 90 to 95 range, 95 to 100 range, and greater than 100.

It is noted that, This is one possible grouping and the data can be grouped in different ranges.

grouping of data in tabular form

A dirrerent grouping is applied and the data is provided in the table.

probability of continuous data

Probability of the same is given in the figure.

summary

Probability in Grouped Data : Probability is computed for of a range of values in grouped data. Probability of a range equals, the number of occurances in the range, divided by, the number of occurances in the data.

Outline

The outline of material to learn "basics of statistics and probability" is as follows.

Note: Click here for detailed outline of "Basics of Statistics and Probability"

•   Introduction

    →   Introduction to Statistics

    →   Organizing Data : Tally Table

    →   Pictograph

    →   Bargraph

•   Data Analysis

    →   Cumulative Frequency

    →   Representative Values of Data

    →   Central Tendencies

    →   Bargraphs & Piecharts

•   Probability Fundamentals

    →   Predicting Future

    →   Random Experiment

    →   Probability

    →   Standard Experiments

•   Statistics Grouped Data

    →   Grouped Data

    →   Probability in Grouped Data

    →   Class Parameters of Grouped Data

    →   Methods to find Mean of Grouped data

    →   Mode of Grouped data

    →   Median of Grouped Data