Goodness-of-Fit Tests for Large Sparse Multinomial Distributions
Zelterman D. Goodness-of-Fit Tests for Large Sparse Multinomial Distributions. Journal Of The American Statistical Association 1987, 82: 624-629. DOI: 10.1080/01621459.1987.10478475.Peer-Reviewed Original ResearchMultinomial distributionRandom variablesChi-square random variablesLarge sparse contingency tablesNormal random variablesSample size nSparse contingency tablesChi-squared distributionLocal alternative hypothesesTwo-dimensional contingency tableDirichlet mixtureNull hypothesisK behaveSize nContingency tablesSpecial caseLog λFit testPearson's X2Same inferenceMarginal totalsCell meansRatio λStatisticsGoodness