Here are the variables for a factorial design: Independent variable (A) = Exercise for 30 minutes (yoga, crossfit, or control) %3D Independent variable (B) = Art Therapy for 30 minutes (coloring mandala, coloring celtic symbol, or control) %3D Dependent variable = Test Anxiety (0 to 50) %3D The researcher is trying to find out if exercise and art therapy influence test anxiety. Yoga. CrossFit Control Mandala 20 35 35 Celtic Symbol 20 35 35 Control 15 40 50 Answer the following questions using the information above: 1) What is the factorial design? 2) Is there a main effect for Exercise? Which numbers are you comparing? 3) Is there a main effect for Art Therapy? Which numbers are you comparing? 4) Is there an interaction? 5) Show your graph.

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A: Function f(x,y)  take maximum and minimum value at its critical points

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Types of Bias

Statistics is the study of data collection, organization, analysis, interpretation, and presentation. Statistical bias is a characteristic of a statistical technique or its findings in which the expected value deviates from the actual root quantitative parameter being estimated. According to the actual definition of bias, it refers to the tendency of a statistic to overestimate or underestimate a parameter.