Analysis of Variance, Design, and Regression

2018 ◽  
Author(s):  
Ronald Christensen
Keyword(s):  
Analysis Of Variance ◽  
Variance Design

Using Mystat to Analyze a Repeated-Measures Design

1991 ◽  
Vol 73 (3) ◽  
pp. 757-758 ◽  
Author(s):  
John F. Walsh
Keyword(s):  
Analysis Of Variance ◽  
Repeated Measures ◽  
Laboratory Experiments ◽  
Repeated Measures Design ◽  
Variance Design

Laboratory experiments having a two-way analysis of variance design with repeated-measures on one factor are analyzed by MYSTAT. The key is in coding subjects as a factor and expressing the design as a three-way factorial with one subject per cell.

The Effect of Shock Duration and Intensity on the Ingestion of Food of Varying Palatability

1970 ◽  
Vol 22 (3) ◽  
pp. 521-525 ◽  
Author(s):  
K. T. Strongman ◽  
M. G. H. Coles ◽  
R. E. Remington ◽  
P. E. Wookey
Keyword(s):  
Food Intake ◽  
Analysis Of Variance ◽  
Shock Intensity ◽  
Shock Duration ◽  
Variance Design ◽  
Main Factors

One hundred and fifty 23-hr. deprived rats were run in a 2 × 5 × 3 balanced analysis of variance design to determine the effect of prior shock on food intake. The main factors were time spent in shock box (3, 30 sec.), intensity of shock (0, 0.5, 1.5, 2.5, 3.5 mA) and percentage of sucrose adulteration of food (0, 10, 25 per cent). Results showed a general enhancement of intake following 3-sec. shock and a suppression following 30-sec. shock. Variations in shock intensity were of no significance.

The Impact of Humor on Attitudes toward Persons with Disabilities

2010 ◽  
Vol 41 (3) ◽  
pp. 18-22 ◽  
Author(s):  
Virginia L. Grist ◽  
Deborah J. Ebener ◽  
Susan Miller Smedema
Keyword(s):  
Analysis Of Variance ◽  
Undergraduate Students ◽  
Model Analysis ◽  
Negative Attitudes ◽  
Persons With Disabilities ◽  
Treatment Groups ◽  
The Third ◽  
Variance Design ◽  
Disability Scale ◽  
The Impact

The purpose of this study was to determine the impact of humor on attitudes as measured by the Modified lssues of Disability Scale (MIDS) by comparing the effects of a humorous and a serious video designed to reduce negative attitudes toward persons with disabilities. Ninety-three undergraduate students at a southeastern university volunteered to. participate in the study. The participants were randomly assigned to one of three treatment groups. The first group viewed a serious video concerning disability, the second group viewed a humorous video concerning disability, and the third group viewed no video. A one-way model analysis of variance design was applied to the MIDS scores (dependent variable). Results revealed no significant differences between the attitude scores of the three groups. The results of the study highlight the need for further research on the impact of humor on attitudes toward persons with disabilities.

Effect of Expectation and Disconfirmation on Postexposure Product Evaluations: A Causal Path Analysis

1979 ◽  
Vol 45 (3) ◽  
pp. 803-810 ◽  
Author(s):  
James L. Taylor ◽  
Richard M. Durand
Keyword(s):  
Path Analysis ◽  
Analysis Of Variance ◽  
Indirect Effects ◽  
Causal Model ◽  
Direct And Indirect Effects ◽  
Hierarchical Analysis ◽  
Direct Effects ◽  
Product Evaluations ◽  
Variance Design ◽  
Causal Path

Oliver (1977) recently analyzed the direct effects of consumers' expectations and disconfirmation on posttrial evaluations of products using a hierarchical analysis of variance design. The research reported by Oliver is reevaluated and extended in this paper. A causal model is presented and path analysis used to assess both direct and indirect effects of consumers' expectations and a disconfirming experience on ratings of posttrial affect and intentions to purchase. Results suggest that (1) both expectations and disconfirmation influence postexposure ratings of affect with the experience of disconfirmation exerting the greater effect; (2) disconfirmation only indirectly influences intentions to purchase through its impact on affective evaluations; and, (3) expectations influence intentions to purchase in two different ways—both directly and indirectly through posttrial judgments of affect.

Extreme Hypothermia Induced by a Synergism of Acute Limbic Seizures, Physical Restraint, and Acepromazine: Implications for Survival following Brain Injury

1993 ◽  
Vol 72 (1) ◽  
pp. 248-250 ◽  
Author(s):  
Y. R. J. Bureau ◽  
M. A. Persinger
Keyword(s):  
Brain Injury ◽  
Core Temperature ◽  
Analysis Of Variance ◽  
Physical Restraint ◽  
The Other ◽  
Limbic Seizures ◽  
Systemic Injection ◽  
Variance Design

Core temperature was measured in rats 24 hr. after they had been assigned to one of 8 groups in a 3-way analysis of variance design that involved (1) induction of limbic seizures by a systemic injection of lithium/pilocarpine, (2) physical restraint, and (3) administration of acepromazine. An extraordinarily powerful interaction was noted among seizures, physical restraint, and acepromazine-produced hypothermia (24° C) compared to the other 7 treatments (> 35° C). The putative poikilothermic response is commensurate with the loss of mammalian behaviors that follow these seizures. Implications for survival during the acute stages of brain injury are suggested.

Effect of Alcohol on Conflict Behaviors

1968 ◽  
Vol 23 (1) ◽  
pp. 151-159 ◽  
Author(s):  
Earl X. Freed
Keyword(s):  
Body Weight ◽  
Analysis Of Variance ◽  
Food Dish ◽  
Dextrose Solution ◽  
Conflict Behaviors ◽  
Variance Design ◽  
Dependent Variables ◽  
Approach Avoidance ◽  
Discrete Dependent Variables ◽  
And Control

40 Charles River (cd) rats were trained to run down a 15-ft. alley and bar press for food in a 2 × 2 analysis of variance design with alcohol and control treatments and two conflict-producing methodologies. In Exp. 1, conflict was induced by shocking S when it bar pressed; in Exp. II, when S touched the food dish. After approach-avoidance conflict was established, half the Ss in each experiment were injected intraperitoneally with 2.0 cc/100 gm. body weight of 1.0 gm. alcohol/Kg. and half with an equitonic control dextrose solution. When Ss were returned to the alley with shock off, 5 alcohol and 1 control Ss in Exp. I and 4 alcohol and 2 control Ss in Exp. II resolved the conflict to resume running, bar pressing and eating. Analysis of variance revealed that alcohol was significant in determining distance run. Compared with controls, alcohol-treated is ran farther and more frequently touched the dish and the bar. Data support the thesis that alcohol attenuates conflict in rats and suggest that more discrete dependent variables, such as bar pressing, temporally and spatially mote closely associated with the conflictful goal, may be less significantly affected by alcohol than grosser measures of conflict such as running.

Birth Order and Academic Behavior in First Grade

1973 ◽  
Vol 32 (2) ◽  
pp. 395-398 ◽  
Author(s):  
Thomas Skovholt ◽  
Earl Moore ◽  
Frank Wellman
Keyword(s):  
Birth Order ◽  
Analysis Of Variance ◽  
First Grade ◽  
Teacher Ratings ◽  
Factorial Analysis ◽  
Academic Behavior ◽  
Southern State ◽  
Only Children ◽  
State Data ◽  
Variance Design

Teacher ratings of academic behavior were obtained for pupils in first grade. The sample included 686 boys and 580 girls from a suburban county in a southern state. Data were analyzed in a 2 × 4 factorial analysis of variance design with 2 levels of sex and 4 levels of birth order (only children, firstborns, middle children, and lastborns). Results were that only males, and first females were rated higher than middle males; only males, only females, first females, and last females were rated higher than last males.

Statement of Hypotheses in the Analysis of Variance

1983 ◽  
Vol 20 (3) ◽  
pp. 320-324
Author(s):  
Richard K. Burdick
Keyword(s):  
Analysis Of Variance ◽  
Marketing Research ◽  
Clear Definition ◽  
Marketing Literature ◽  
Variance Design ◽  
Definition Of

The analysis of variance is used so frequently in marketing research that researchers are often careless in presenting the results. In particular, hypotheses of interest in the analysis are vaguely stated and the reader is given no clear definition of what is being tested. This situation commonly arises when the analysis is based on a design with unequal cell sizes. Using recent examples found in the marketing literature, the author defines several hypotheses of interest in an analysis of variance design and discusses how they are tested.

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