1. A mage is trying to decide which kind of spell to specialise in for her upcoming adventure. She looks at survey done by her fellow mages on the kind of damage per second that they're doing against monsters to compare Frost spells against Arcane spells, and gathers the following data: standand deviation Sample size n1 = 250 mean a = 3.61 Frost ypba$1 = 1.3 Arcane n2 = 238 j = 3.26 $2 = 1.1 Using a = .05, is there sufficient statistical evidence that frost mages do more damage per second than arcane mages?

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### Comparing Frost and Arcane Spell Effectiveness

A mage is trying to decide which kind of spell to specialize in for her upcoming adventure. She reviews a survey conducted by her fellow mages to assess the damage per second against monsters for Frost spells versus Arcane spells. The data collected is as follows:

- **Frost Spells**
  - Sample size (\(n_1\)): 250
  - Mean damage (\(\bar{x}\)): 3.61
  - Standard deviation (\(s_1\)): 1.3

- **Arcane Spells**
  - Sample size (\(n_2\)): 238
  - Mean damage (\(\bar{y}\)): 3.26
  - Standard deviation (\(s_2\)): 1.1

**Hypothesis Test**

Using a significance level (\(\alpha\)) of 0.05, the question posed is: Is there sufficient statistical evidence to conclude that Frost mages deal more damage per second than Arcane mages? This analysis will typically involve conducting a hypothesis test to compare means, such as a t-test for independent samples.
Transcribed Image Text:### Comparing Frost and Arcane Spell Effectiveness A mage is trying to decide which kind of spell to specialize in for her upcoming adventure. She reviews a survey conducted by her fellow mages to assess the damage per second against monsters for Frost spells versus Arcane spells. The data collected is as follows: - **Frost Spells** - Sample size (\(n_1\)): 250 - Mean damage (\(\bar{x}\)): 3.61 - Standard deviation (\(s_1\)): 1.3 - **Arcane Spells** - Sample size (\(n_2\)): 238 - Mean damage (\(\bar{y}\)): 3.26 - Standard deviation (\(s_2\)): 1.1 **Hypothesis Test** Using a significance level (\(\alpha\)) of 0.05, the question posed is: Is there sufficient statistical evidence to conclude that Frost mages deal more damage per second than Arcane mages? This analysis will typically involve conducting a hypothesis test to compare means, such as a t-test for independent samples.
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