5) How does tuisg a Python list comprebenion differ frome waing the map function with a lambda expression? a) A list comprehension is fater, while map is mose vematile b) A list comprehension can only be uned with itita, while map can be used with any iterable object e) A list comprehension creates a new list, while map retarns an iterable map object d) A list comprehension is more readable, whitle map is more effielent for large lasts 6) What is a Python list comprehension used for? a) To modify an existing list in place b) To add elements to an existing list e) To create a new list based on an existing list d) To retrieve elements from an existing list 7) What is the difference between a parametric test and a non-parametric test? a) Non-parametric tests assume a normal distribution, while parametric tests do not assume a normal distribution b) Both parametric and non-parametric-tests assume a normal distribution (c) Parametric tests assume a normal distribation, while non-parametric tests do not assume a normal distribution d) Both parametric and non-parametric tests do not assume a nomal distribution 8) What is the difference between a one-tailed test and a two-tailed test? a) A one-tailed test tests for a difference in cither direction, while a two-tailed test tests for a difference in one direction b) A one-tailed test tests for a difference in one direction, while a two-tailed test tests fo a difference in either direction c) A one-tailed test is easier to perform than a two-tailed test d) None of the above 9) What does a p-value of 0.05 mean in hypothesis testing? a) There is a 95% chance that the results were due to chance b) There is a 5% chance that the results were due to chance c) The results are statistically significant d) The results are not statistically significant 10) What is the formula for calculating the coefficient of variation for a set of data? a) CV=( Range /Mean)100 b) CV=( Mean / Standard Deviation )100 c) CV=( Standard Deviation / Mean )100 d) CV=( Mean / Range )100 11) What is the relationship between a confidence interval and hypothesis testing? a) A confidence interval is used to calculate the p-value in hypothesis testing