A Practical Approach to Timeseries Forecasting Using Python - Stationarity Check - Project 2: Microsoft Corporation Sto

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Computers
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11th - 12th Grade
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Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary purpose of using the Augmented Dickey-Fuller (ADF) test in time series analysis?
To check for stationarity in the series
To calculate the mean of the series
To determine the trend of the data
To forecast future values
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which library provides the adfuller function used for the ADF test?
pandas
numpy
scikit-learn
statsmodels
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does a p-value less than 0.05 indicate in the context of the ADF test?
The series is non-stationary
The series is trending
The series has a unit root
The series is stationary
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is NOT a critical value level typically used in the ADF test?
20%
5%
1%
10%
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
After confirming stationarity with the ADF test, what is the next step mentioned in the tutorial?
Calculating the mean and variance
Performing a square root transformation
Applying deep learning models
Re-running the ADF test
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