Bayes for Clinicians Who Need to Know but Don't Like Math

Bayes for Clinicians Who Need to Know but Don't Like Math

The statistical concept of Bayes comes up in clinical medicine all the time. It simply means that what you know about something factors into how you analyze it. This contrasts with the commonly used statistical approach called frequentist analysis of hypothesis testing, in which it is assumed that every situation is unique and not influenced by the past. Bayesian analysis accounts for how prior information gets factored into decision making and is important to understand when applying clinical research findings to the delivery of medical care. In this interview Anna E. McGlothlin, PhD, senior statistical scientist at Berry Consultants in Austin, Texas, explains these concepts for clinicians.

Read the article: Bayesian Hierarchical Models

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(501)

Idiopathic Normal Pressure Hydrocephalus: Diagnosis and Treatment

Idiopathic Normal Pressure Hydrocephalus: Diagnosis and Treatment

Idiopathic normal pressure hydrocephalus (iNPH) affects approximately 1% to 4% of adults aged 65 years and older and is associated with gait impairment, cognitive decline, and urinary dysfunction. Aut...

14 Sep 19min

Rheumatoid Arthritis

Rheumatoid Arthritis

Rheumatoid arthritis can affect any synovial joint and cause irreversible damage, but early diagnosis and treatment with DMARDs can reduce inflammation and lower the risk of joint destruction. JAMA As...

10 Sep 23min

An Overview of Postural Orthostatic Tachycardia Syndrome (POTS)

An Overview of Postural Orthostatic Tachycardia Syndrome (POTS)

POTS is a chronic autonomic disorder characterized by excessive orthostatic tachycardia and multisystem symptoms that affects an estimated 0.1% to 1% of the US population. Author Satish Raj, MD, MSCI,...

24 Aug 28min

Medication Treatments for Alcohol Use Disorder

Medication Treatments for Alcohol Use Disorder

Naltrexone, acamprosate, disulfiram, and topiramate are effective but underused medications for treatment of alcohol use disorder. Author Stephen Holt, MD, MS, of Yale School of Medicine joins JAMA De...

19 Aug 20min

Liquid Biopsy Tests for Cancer

Liquid Biopsy Tests for Cancer

Circulating tumor DNA (ctDNA)(liquid biopsies) can help monitor cancer progression, detect residual cancer after treatment, and identify genetic changes within cancer cells that could affect treatment...

10 Aug 23min

Patient-Clinician Communication About Physical Activity

Patient-Clinician Communication About Physical Activity

Physical activity is an effective component of care for people with chronic medical conditions. In this podcast, JAMA Insights author Alessio Bricca, PhD, University of Southern Denmark, discusses ada...

6 Aug 10min

Classic Hodgkin Lymphoma

Classic Hodgkin Lymphoma

Hodgkin lymphoma is a relatively rare disease, with approximately 82 409 incident cases reported globally in 2022, and 8720 cases reported in the US in 2025. Author Alison Moskowitz, MD, of Memorial S...

3 Aug 20min

The Sleep-Weight Connection

The Sleep-Weight Connection

Suboptimal sleep quality and quantity are associated with higher body mass index and more difficulty losing weight. In this podcast, JAMA Insights author Atul Malhotra, MD, from the University of Cali...

29 Juli 13min

Populärt inom Vetenskap

p3-dystopia
dumma-manniskor
rss-mottagningen
allt-du-velat-veta
kapitalet-en-podd-om-ekonomi
rss-ronden
medicinvetarna
det-morka-psyket
rss-ufobortom-rimligt-tvivel
rss-vetenskapsradion
halsorevolutionen
bildningspodden
ufo-sverige
sexet
paranormalt-med-caroline-giertz
rss-arkeologi-historia-podden-som-graver-i-vart-kulturlandskap
dumforklarat
rss-koll-pa-socialt-arbete
rss-geopodden-2
rumtiden