Unequal Cell Sizes in Marketing Experiments: Use of the General Linear Hypothesis

The analysis of marketing data is frequently complicated by factorial designs with unequal cell sizes. This article discusses the marketing research advantages and problems of the General Linear Hypothesis approach to such analysis and illustrates the General Linear Hypothesis in the context of a new product experiment.

[1]  Richard N. Cardozo,et al.  Experimental Study of Industrial Buyer Behavior , 1971 .

[2]  Robert A. Peterson,et al.  The Effect of Shelf Space upon Sales of Branded Products: An Appraisal , 1973 .

[3]  William R. Darden,et al.  Male Apparel Innovativeness and Social Context: an Application of Multivariate Analysis of Variance , 1974 .

[4]  G. Joe.  Comment on Overall and Spiegel's "Least squares analysis of experimental data." , 1971 .

[5]  R. Rawlings.  Note on nonorthogonal analysis of variance. , 1972 .

[6]  George S. Day,et al.  Using Cluster Analysis to Improve Marketing Experiments , 1971 .

[7]  Frederick W. Winter,et al.  A Laboratory Experiment of Individual Attitude Response to Advertising Exposure , 1973 .

[8]  E Jennings,et al.  FIXED EFFECTS ANALYSIS OF VARIANCE BY REGRESSION ANALYSIS. , 1967, Multivariate behavioral research.

[9]  M. Kendall.  Statistical Methods for Research Workers , 1937, Nature.

[10]  Paul E. Green,et al.  Canonical Analysis: An Exposition and Illustrative Application , 1966 .

[11]  M. Tatsuoka.  Multivariate Analysis Techniques for Educational and Psychological Research , 1971 .

[12]  William R. Darden,et al.  Backward Profiling of Male Innovators , 1974 .

[13]  R. Darrell Bock,et al.  Programming Univariate and Multivariate Analysis of Variance , 1963 .

[14]  Roy H. Wampler.  A Report on the Accuracy of Some Widely Used Least Squares Computer Programs , 1970 .

[15]  F. Graybill.  An introduction to linear statistical models , 1961 .

[16]  E. Nick.  Applied multiple regression , 1977 .

[17]  J D Williams,et al.  TWO WAY FIXED EFFECTS ANALYSIS OF VARIANCE WITH DISPROPORTIONATE CELL FREQUENCIES. , 1972, Multivariate behavioral research.

[18]  William R. Darden,et al.  Visual Presentation of Marketing Stimuli Defined in Hyperspace , 1974 .

[19]  Thomas C. Kinnear,et al.  Multivariate Methods in Marketing Research: A Further Attempt at Classification , 1971 .

[20]  Thomas C. Kinnear,et al.  Marketing Notes and Communications , 1971 .

[21]  Robert A. Peterson,et al.  On the Interpretation of Canonical Analysis , 1972 .

[22]  Mark I. Appelbaum,et al.  Some problems in the nonorthogonal analysis of variance. , 1974 .

[23]  J. Overall,et al.  Concerning least squares analysis of experimental data. , 1969 .

[24]  Frederick Wiseman,et al.  Factor Interaction Effects in Mail Survey Response Rates , 1973 .

[25]  G. Hughes,et al.  Testing Cognitive Models through Computer-Controlled Experiments , 1971 .

[26]  Robert J. Holloway.  A basic bibliography on experiments in marketing , 1967 .

[27]  W. Dixon.  BMD : biomedical computer programs , 1967 .

[28]  F. Graybill,et al.  An Introduction to Linear Statistical Models, Volume I. , 1961 .

[29]  Paul E. Green,et al.  On the Analysis of Interactions in Marketing Research Data , 1973 .

[30]  R. Linn,et al.  Casual assumptions in various procedures for the least squares analysis of categorical data. , 1971 .

[31]  S. S. Wilks.  CERTAIN GENERALIZATIONS IN THE ANALYSIS OF VARIANCE , 1932 .

[32]  Seymour Banks,et al.  Experimentation in marketing , 1965 .

[33]  W. Barclay.  Factorial Design in a Pricing Experiment , 1969 .

[34]  William G. Cochran,et al.  Experimental Designs, 2nd Edition , 1950 .

[35]  David W. Cravens,et al.  Fractional Factorial Experimental Designs in Marketing Research , 1973 .

[36]  Jacob Cohen.  Multiple regression as a general data-analytic system. , 1968 .

[37]  Elliot M. Cramer,et al.  Multivariate Statistical Programs. , 1968 .

[38]  William R. Darden,et al.  A Multivariate Analysis of Media Exposure and Vacation Behavior with Life Style Covariates , 1975 .

[39]  Yoram Wind,et al.  Multivariate Analysis of Variance in Research on the Effectiveness of TV Commercials , 1974 .