MCQOPTIONS
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MCQOPTIONS
This section includes 5 Mcqs, each offering curated multiple-choice questions to sharpen your Data Science knowledge and support exam preparation. Choose a topic below to get started.
| 1. |
Usually replacing the standard error by its estimated value does change the CLT. |
| A. | True |
| B. | False |
| Answer» C. | |
| 2. |
Which of the following mean is a mixture of the MLE and the prior mean? |
| A. | interior |
| B. | exterior |
| C. | posterior |
| D. | all of the mentioned |
| Answer» D. all of the mentioned | |
| 3. |
The beta distribution is the default prior for parameters between ____________ |
| A. | 0 and 10 |
| B. | 1 and 2 |
| C. | 0 and 1 |
| D. | None of the mentioned |
| Answer» D. None of the mentioned | |
| 4. |
Which of the following is a property of likelihood? |
| A. | Ratios of likelihood values measure the relative evidence of one value of the unknown parameter to another |
| B. | Given a statistical model and observed data, all of the relevant information contained in the data regarding the unknown parameter is contained in the likelihood |
| C. | The Resultant likelihood is multiplication of individual likelihood |
| D. | All of the mentioned |
| Answer» E. | |
| 5. |
Gosset s distribution is invented by which of the following scientist? |
| A. | William Gosset |
| B. | William Gosling |
| C. | Gosling Gosset |
| D. | All of the mentioned |
| Answer» B. William Gosling | |