Imuta

Imitation (TV series)

Imitation is a South Korean television series starring Jung Ji-so, Lee Jun-young, Jeong Yun-ho, and Park Ji-yeon. Based on the webtoon of the same name, it tells the story of the lives of idols in theread more... entertainment industry, centered around the secret romance between a member of a rookie girl group and a member of the top boy group in the industry. The series aired on KBS2 from May 7, 2021, to July 23, 2021.read less...

Imitation

Imitation is a behavior whereby an individual observes and replicates another's behavior. Imitation is also a form of social learning that leads to the "development of traditions, and ultimately our cread more...ulture. It allows for the transfer of information between individuals and down generations without the need for genetic inheritance." The word imitation can be applied in many contexts, ranging from animal training to politics. The term generally refers to conscious behavior; subconscious imitation is termed mirroring.read less...

Imitation of Life (1959 film)

Imitation of Life is a 1959 American drama film directed by Douglas Sirk, produced by Ross Hunter and released by Universal International. It was Sirk's final Hollywood film and dealt with issues of rread more...ace, class and gender. Imitation of Life is the second film adaptation of Fannie Hurst's 1933 novel of the same name; the first, directed by John M. Stahl, was released in 1934.read less...

Imitation of Life (song)

"Imitation of Life" is a song by American alternative rock band R.E.M. It was written by band members Peter Buck, Mike Mills, and Michael Stipe and produced by the band with Pat McCarthy for their 12tread more...h studio album, Reveal (2001). The track's title comes from Douglas Sirk's 1959 film of the same name and is used as a metaphor for adolescence and adulthood. One of R.E.M.'s most pop-influenced tracks, "Imitation of Life" has been described lyrically as "see[ing] through the puffed-up performance of a hopeful entertainer", as well as the enjoyment of love. Because R.E.M. drummer Bill Berry had left the band before recording the song, a drum machine is used on the track instead of a session drummer.read less...

Imputation (statistics)

In statistics, the word imputation means the process of replacing missing data with substituted values. When substituting for a data point, it is known as "unit imputation"; when substituting for a coread more...mponent of a data point, it is known as "item imputation". There are three main problems that missing data causes: missing data can introduce a substantial amount of bias, make the handling and analysis of the data more arduous, and create reductions in efficiency. Because missing data can create problems for analyzing data, imputation is seen as a way to avoid pitfalls involved with listwise deletion of cases that have missing values. That is to say, when one or more values are missing for a case, most statistical packages default to discarding any case that has a missing value, which may introduce bias or affect the representativeness of the results. Imputation preserves all cases by replacing missing data with an estimated value based on other available information. Once all missing values have been imputed, the data set can then be analysed using standard techniques for complete data. There have been many theories embraced by scientists to account for missing data but the majority of them introduce bias. A few of the well known attempts to deal with missing data include: hot deck and cold deck imputation; listwise and pairwise deletion; mean imputation; non-negative matrix factorization; regression imputation; last observation carried forward; stochastic imputation; and multiple imputation.read less...

Imitation of Life (1934 film)

Imitation of Life is a 1934 American drama film directed by John M. Stahl. The screenplay by William Hurlbut, based on Fannie Hurst's 1933 novel of the same name, was augmented by eight additional uncread more...redited writers, including Preston Sturges and Finley Peter Dunne. The film stars Claudette Colbert, Louise Beavers, Warren William, Rochelle Hudson, and Fredi Washington.read less...