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Courtney Moore
on Oct 12, 2024

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In April of 2011,the unemployment rate in Canada was reported to be 7.6%.Suppose that Statistics Canada claims that the current unemployment rate is lower than that of April 2011.Suppose a test was conducted on current unemployment and a random sample size of 1000 and found unemployment at 6.1%.Test an appropriate hypothesis and state your conclusion.Be sure the appropriate assumptions and conditions are satisfied before you proceed.

A) H0\mathrm { H } _ { 0 }H0 : p = 0.076; HA\mathrm { H } _ { \mathrm { A } }HA : p > 0.076; z = -1.79; P-value = 0.9633.This data shows no evidence that the unemployment rate has decreased since April of 2011.
B) H0\mathrm { H } _ { 0 }H0 : p = 0.076; HA\mathrm { H } _ { \mathrm { A } }HA : p < 0.076; z = 1.79; P-value = 0.0367.This data shows very weak evidence that the unemployment rate has decreased since April of 2011.
C) H0\mathrm { H } _ { 0 }H0 : p = 0.076; HA\mathrm { H } _ { \mathrm { A } }HA : p ? 0.076; z = -1.79; P-value = 0.0734.This data shows moderate evidence that the unemployment rate has decreased since April of 2011.
D) H0\mathrm { H } _ { 0 }H0 : p = 0.076; HA\mathrm { H } _ { \mathrm { A } }HA : p < 0.076; z = -1.79; P-value = 0.0367.This data shows strong evidence that the unemployment rate has decreased since April of 2011.
E) H0\mathrm { H } _ { 0 }H0 : p = 0.076; HA\mathrm { H } _ { \mathrm { A } }HA : p > 0.076; z = 1.79; P-value = 0.9633.This data shows strong evidence that the unemployment rate has decreased since April of 2011.

Unemployment Rate

The share of people in the labor force who are without jobs and are actively searching for employment.

Statistics Canada

The national statistical office of Canada, responsible for producing statistics on the country's population, resources, economy, society, and culture.

Hypothesis

In research, a hypothesis is a specific, testable prediction about what you expect to happen in your study, often formulated based on observations, theories, or existing knowledge.

  • Grasp the framework of hypothesis testing, which requires the formulation of null and alternative hypotheses.
  • Apprehend the weight and deciphering of P-values in the framework of hypothesis testing.
  • Choose appropriate techniques for hypothesis testing in diverse settings and with different data characteristics.
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Lucila AbreaOct 16, 2024
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