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NEW QUESTION: 1
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You are analyzing a numerical dataset which contains missing values in several columns.
You must clean the missing values using an appropriate operation without affecting the dimensionality of the feature set.
You need to analyze a full dataset to include all values.
Solution: Replace each missing value using the Multiple Imputation by Chained Equations (MICE) method.
Does the solution meet the goal?
A. Yes
B. NO
Answer: A
Explanation:
Replace using MICE: For each missing value, this option assigns a new value, which is calculated by using a method described in the statistical literature as "Multivariate Imputation using Chained Equations" or "Multiple Imputation by Chained Equations". With a multiple imputation method, each variable with missing data is modeled conditionally using the other variables in the data before filling in the missing values.
Note: Multivariate imputation by chained equations (MICE), sometimes called "fully conditional specification" or "sequential regression multiple imputation" has emerged in the statistical literature as one principled method of addressing missing data. Creating multiple imputations, as opposed to single imputations, accounts for the statistical uncertainty in the imputations. In addition, the chained equations approach is very flexible and can handle variables of varying types (e.g., continuous or binary) as well as complexities such as bounds or survey skip patterns.
References:
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3074241/
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/clean-missing-data

NEW QUESTION: 2
SSL is a security protocol that provides a secure connection for TCP-based application layer protocol,SSL between the TCP / IP protocol stack between the fourth and fifth layers.SSL provides secure connections for HTTP (Hypertext Transfer Protocol) protocol.
A. True
B. False
Answer: A

NEW QUESTION: 3
An offense punishable by death or by imprisonment for a term exceeding one year is called:
A. Misguidance
B. Corruption
C. Misdemeanor
D. Felony
Answer: D

NEW QUESTION: 4
情報セキュリティプログラムの有効性を実証するために、定期的に上級管理職へのレポートに含めるのに最も役立つのは次のうちどれですか？
A. 重要成功要因（CSF）
B. 主要なリスク指標（KRI）
C. 機能成熟度モデル
D. 主要業績評価指標（KPls）
Answer: D