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There Are Different Approaches to Fitness Training Estimate with 95% Confidence the Difference in the Mean Percentage

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Essay

There are different approaches to fitness training. To judge which one of two approaches is better, 200 25-year-old men were randomly selected to participate in an experiment. For four weeks, 100 men were trained according to approach 1 while the other 100 men were trained according to approach 2. The percentage improvement in fitness was measured for each man and the statistics shown below were computed. The percentage figures are known to be normally distributed.  Approach 1 Approach 2Xˉ1=27.3Xˉ2=33.6s12=47.614s22=28.09\begin{array} { | c | c | } \hline \text { Approach } 1 & \text { Approach } 2 \\\hline \bar { X } _ { 1 } = 27.3 & \bar { X } _ { 2 } = 33.6 \\\hline s _ { 1 } ^ { 2 } = 47.614 & s _ { 2 } ^ { 2 } = 28.09 \\\hline\end{array} Estimate with 95% confidence the difference in the mean percentage improvement between approaches 1 and 2, and briefly describe what this interval estimate tells you.


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Circular Reasoning

A logical fallacy in which the conclusion of an argument is assumed in one of the premises, offering no real evidence for the claim.

Social Psychology

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The constituent parts or elements that make up a system, object, or complex structure.

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Specialists who study how individual behavior and identities are influenced by social structures, cultures, and groups.

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