Question
Suppose you have estimated wage = 10 + 5skill + 3gender,
where gender is one for male and zero for female. If gender had been one for female and zero for male, this result would have beenSolution
When Male E(W) = 10 + 3 + 5 skill = 13 + 5 skill  …………….(1) When female E (W) = 10 + 5 skill…………(2) So, when reference changes Intercept also changes to keep estimated wage same Now, When female E (w) = 13 + 5 skill – 3 gender Female(s) = 13 + 5 skill -3 = 10 + 5 skill …………..(3) When male E (w) = 13 + 5 skill ……….(4) (1) & (4) are same. (2)  & (3) are same. Hence, Option (d)
If a time series exhibits a cyclical pattern that does not follow a fixed period (e.g., economic cycles), which of the following decomposition methods w...
What is the purpose of the break statement in Python?
A data analyst is working on a survey dataset that records customer feedback as "Very Satisfied," "Satisfied," "Neutral," "Dissatisfied," and "Very Diss...
A dataset contains customer email addresses, and you need to validate the email format. Which of the following methods is most suitable for this task? <...
Which of the following methods is used to ensure stationarity in time series data, a critical prerequisite for ARIMA modeling?
What is the primary objective of Exploratory Data Analysis (EDA) in a data analysis workflow?
A company notices a sudden spike in product returns during a specific quarter. Which type of analysis should be conducted to identify the root cause an...
What is the primary advantage of using CIDR (Classless Inter-Domain Routing) in IP addressing?
When identifying business problems, what is the first step a data analyst should take to ensure clarity and effectiveness in solving the problem?
Which regex symbol matches zero or more occurrences of the preceding character?