May 30, 2020 00:54
3 yrs ago
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English term

propensity score

COVID-19 GBK English to Indonesian Medical Medical (general)
Rosenbaum and Rubin proposed the use of propensity scores as a method for allowing for confounding by indication. Propensity may be defined as an individual's probability of being treated with the intervention of interest given the complete set of all information about that individual. The propensity score provides a single metric that summarises all the information from explanatory variables such as disease severity and comorbity; it estimates the probability of a subject receiving the intervention of interest given his or her clinical status.
Example sentences:
Compared with a propensity score-matched cohort of 1090 cancer-free individuals with COVID-19 from the same health system, the participants with cancer and COVID-19 had higher case fatality rates across all age cohorts, with the between-group differences reaching statistical significance among patients aged 45–64 years and those older than 75 years (odds ratio [OR]=4.35 and 2.83, respectively). (MedWire News)
After inverse probability of treatment weighting was applied, 15 of the 19 covariates in the planned propensity score had weighted standardised differences below 10%; four covariates (confusion on admission, chronic kidney disease, chronic heart failure (New York Heart Association class III or IV), and liver cirrhosis (Child-Pugh class B or more)) exceeded the threshold (supplementary data 3). (The BMJ)
Neil Mehta, M.B.B.S., from the Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, and colleagues examined the association between use of ACEIs/ARBs and the likelihood of testing positive for COVID-19 in a retrospective cohort study with overlap propensity score weighting. (MedicalXPress)
Proposed translations (Indonesian)
5 skor kecenderungan
Change log

May 23, 2020 00:57: changed "Kudoz queue" from "In queue" to "Public"

May 30, 2020 00:54: changed "Stage" from "Preparation" to "Submission"

Jun 2, 2020 01:57: changed "Stage" from "Submission" to "Selection"

Jun 9, 2020 01:55:

Jun 29, 2020 01:56:

Jul 29, 2020 01:56:

Proposed translations

1 day 3 hrs

skor kecenderungan

Padanan dari propensity score adalah skor kecenderungan. Istilah ini umum digunakan dalam bidang statistik.
Definition from UNAIR:
Skor kecenderungan adalah probabilitas bersyarat dalam mata pelajaran yang menerima perawatan tertentu yang melibatkan kovariat diamati. Dalam kasus percobaan acak, independen dari status pengobatan tanpa syarat pada variabel respon. Untuk data pengamatan non-acak, independen tidak dapat dicapai karena faktor pembaur, yaitu, kovariat yang mempengaruhi kedua variabel pengobatan dan respon
Example sentences:
Analisis skor kecenderungan (propensity score) merupakan metode penyesuaian statistik yang dapat digunakan untuk menganalisis data dari desain penelitian non-eksperimental dan quasi-eksperimental dimana desain pemberian perlakuan melalui pengacakan untuk kelompok perlakuan atau kontrol, tidak mungkin dilakukan. (UGM)
Skor kecenderungan (PS), oleh konstruksi, probabilistik bukan indikator kausal . Pilihan kovariat yang memasuki fungsi skor kecenderungan adalah elemen kunci untuk memastikan keandalannya, dan kelemahan mereka, seperti yang telah dikatakan, terutama berdiri dari tidak mengendalikan perancu yang tidak teramati (yang sangat mungkin dalam studi retrospektif atau case-control ) (Qastack)
Jadi, saya menjalankan regresi probit terlebih dahulu untuk mendapatkan skor kecenderungan untuk setiap unit menggunakan data dasar. Saya menggunakan skor kecenderungan sebagai bobot untuk setiap sampel dalam mengimplementasikan DID yang merupakan set data panel berbasis (The-Stats)
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