kingo7
31.12.2019 •
Mathematics
Hypothesis test for the population mean (ii)
a team averaging 110 points is likely to do very well during the regular season. the coach of your team has hypothesized that your team scored at an average of less than 110 points in the years 2013-2015. test this claim at a 1% level of significance. for this test, assume that the population standard deviation for relative skill level is unknown.
you are to write this code block yourself.
use step 3 to you write this code block. here is some information that will you write this code block. reach out to your instructor if you need .
the dataframe for your team is called your_team_df.
the variable 'pts' represents the points scored by your team.
calculate and print the mean points scored by your team during the years you picked.
identify the mean score under the null hypothesis. you only have to identify this value and do not have to print it. (hint: this is given in the problem statement)
assuming that the population standard deviation is unknown, use python methods to carry out the hypothesis test.
calculate and print the test statistic rounded to two decimal places.
calculate and print the p-value rounded to four decimal places.
write your code in the code block section below. after you are done, click this block of code and hit the run button above. reach out to your instructor if you need more with this step.
in [ ]:
# write your code in this code block section
below is all the information from steps 1,2 and 3
there are four important variables in the data set that you will study in project two.
variable
what does it represent?
pts
points scored by the team in a game
elo_n
a measure of relative skill level of the team in the league
year_id
year when the team played the games
fran_id
name of the nba team
the elo rating, represented by the variable elo_n, is used as a measure of the relative skill of a team. this measure is inferred based on the final score of a game, the game location, and the outcome of the game relative to the probability of that outcome. the higher the number, the higher the relative skill of a team.
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