Krahasoni metodat

	Analiza robuste e frekuencës	Analiza e Frekuencës
Fusha	Statistikë	Statistikë
Familja	Hypothesis test	Hypothesis test
Viti i origjinës	1970s–1980s (foundations); applied to frequency analysis throughout the 1990s–2000s	19th century
Krijuesi	Huber, Hampel, Wilcox and the robust statistics tradition	Classical statistics (no single inventor)
Lloji	Robust descriptive and inferential procedure	Descriptive summary
Burimi themelues	Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838	Field, A. (2013). Discovering Statistics Using IBM SPSS Statistics (4th ed.). SAGE. ISBN: 978-1446249185
Emërtime të tjera	robust count analysis, outlier-resistant frequency analysis, robust distributional analysis	frequency distribution, frequency table, tally analysis, count analysis
Të lidhura	3	3
Përmbledhja	Robust frequency analysis applies outlier-resistant estimation and resampling or exact methods to the counting and tabulation of categorical data, reducing the distortion caused by extreme observations, sparse cells, or violations of large-sample assumptions that can make conventional frequency summaries misleading.	Frequency analysis is a fundamental descriptive technique that tallies how often each distinct value or category appears in a dataset. It produces absolute counts, relative percentages, and cumulative frequencies, giving an immediate picture of how observations are distributed across categories. It is the natural first step when exploring categorical or discrete variables before applying inferential tests.