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primary topic: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION)

PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION)
type: AcademicArticle
type: Article
abstract: Abstrak Model poisson merupakan model peluang diskrit yang menyatakan peluang jumlah peristiwa yang terjadi pada periode waktu tertentu dan memiliki rata-rata dan varians yang sama, tetapi pada kenyataannya, sering terjadi varians dari variabel responnya lebih besar daripada rata-ratanya atau overdispersi. Overdispersi akan membawa konsekuensi pada nilai penduga bagi galat baku yang lebih kecil (under estimate) yang selanjutnya dapat mengakibatkan kesalahan pada inferensia bagi parameternya. Salah satu cara untuk mengatasi masalah ini adalah dengan menambahkan informasi yaitu dengan sebaran prior, salah satunya gamma. Dengan demikian, model poisson berubah menjadi model dua tahap, yaitu model Poisson-Gamma. Dalam kasus model poisson-gamma salah satu penduga tidak dapat diselesaikan secara analitik, sehingga salah satu cara yang digunakan yaitu solusi numerik dengan teknik iteratif seperti metode Newton-Raphson. Dalam penelitian ini akan menduga parameter, metode yang akan digunakan adalah Algoritma EM (Expectation Maximization). Kata kunci: Model Poisson-Gamma, Overdispersi, Algoritma EM (Expectation Maximization). Abstract Poisson model is a discrete probability distribution that express the probability of a given number of events occurring in a specific interval of time and in has same average rate and variance, however in fact, it often happens that variance of response can be greater than the average rate or overdispersion. Overdispersion will bring consequences on the expected value for the smaller standard error (under estimate) which turns out errors on inference for those parameters. There is a way to overcome this problem which is with adding information with the prior distribution, it could be gamma. Thus, poisson model turns into a two-stage model, poisson-gamma model. In this case, one parameter of poisson-gamma model can’t be solved analitically, so the way that can be used is numerical solution such as the newton-raphson method. This research would hav…
date: 2012-05-06
status: peerReviewed
status: published
author list: authors
type: EPrint
type: ArticleEPrint
is part of: repository
has document: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
has document: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)

PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
type: Document
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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type: Collection

NURASHRI PARTASIWI 0817031042
type: Person
given name: NURASHRI PARTASIWI
family name: 0817031042

PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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is version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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is version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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is version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
is volatile version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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is version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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is version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (Other)
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is version of: PENDUGAAN PARAMETER MODEL POISSONGAMMA MENGGUNAKAN ALGORITMA EM (EXPECTATION MAXIMIZATION) (File PDF)
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