You Want to Conduct a Hypothesis Test for β₁

question 9

Multiple Choice

You want to conduct a hypothesis test for β₁. Based on the following regression output, what conclusion can you reach about β₁?

• A) β₁ = 0, with P-value = 0.016353
• B) β₁ ≠ 0, with P-value = 0.016353
• C) β₁ = 0, with P-value = 0.000186
• D) β₁ ≠ 0, with P-value = 0.000186

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Definitions:

Missing Context

The lack of sufficient information or circumstances that fully clarify a situation or fact.

Missing Context

A situation where crucial information is absent, making it difficult to fully understand, interpret, or make decisions based on available data.

Missing Context

Refers to when information needed for full understanding or interpretation is not provided or is incomplete.

Probability Model

A mathematical representation of a random phenomenon, defined by its sample space, events within the sample space, and probabilities associated with each event.