Descriptive Methods For Quantitative Data - Part 1 Flashcards
Descriptive for categorical variables can be measured by
Box plots and frequency tables
Univariate statistics for quantitative variable can be presented in ?
(Univariate statistics are a summary of single variable)Histograms , frequency distribution tables
Methods for moderate to large data sets
Histograms and frequency distribution tables
Histograms
Similar to bar plot but used for quantitative data rather than categorical data . Vertical axis shows either
1. Count of observation ( frequency)
2. Proportion of observation
Histograms highlight which characteristics of distribution
Shape- symmetry, number of modes ( peaks)
Center- where is center?
Spread- range, outliers, variation
Outliers
Data points that lie outside overall pattern of distribution