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PROPENSITY SCORE-MATCHING

  • Propensity score matching
  • Statistical matching technique

    the statistical analysis of observational data, propensity score matching (PSM) is a statistical matching technique that attempts to estimate the effect

    Propensity score matching

    Propensity_score_matching

  • Matching (statistics)
  • Statistical method

    effect of the treatment reducing bias due to confounding. Propensity score matching, an early matching technique, was developed as part of the Rubin causal

    Matching (statistics)

    Matching_(statistics)

  • Rajeev Dehejia
  • economics, including two widely cited papers on the evaluation of propensity score matching. He graduated in 1992 from Carleton University with the Governor

    Rajeev Dehejia

    Rajeev_Dehejia

  • Experiment
  • Scientific procedure performed to validate a hypothesis

    to reduce the biases of observational studies with matching methods such as propensity score matching, which require large populations of subjects and extensive

    Experiment

    Experiment

    Experiment

  • Howard Friedman
  • Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models', 'Propensity Score Matching, Adjustment

    Howard Friedman

    Howard_Friedman

  • Fan Li (statistician)
  • Chinese-American biostatistician

    biostatistician whose research includes causal inference and propensity score matching, and their application to comparative effectiveness research in

    Fan Li (statistician)

    Fan_Li_(statistician)

  • Rubin causal model
  • Method of statistical analysis

    statistical methods have been developed for causal inference, such as propensity score matching. These methods attempt to correct for the assignment mechanism

    Rubin causal model

    Rubin_causal_model

  • SAT
  • Standardized test used for U.S. college admissions

    Domigue, Ben; Briggs, Derek C. (2009). "Using Linear Regression and Propensity Score Matching to Estimate the Effect of Coaching on the SAT". Multiple Linear

    SAT

    SAT

    SAT

  • Digoxin
  • Plant-derived medication

    attempt to allow for other risk factors for death (so-called propensity score matching). However, systematic reviews focusing on randomised controlled

    Digoxin

    Digoxin

    Digoxin

  • Observational study
  • Study with uncontrolled variable of interest

    may use matching to compare units that nonrandomly received the treatment and control. One common approach is to use propensity score matching in order

    Observational study

    Observational_study

  • Postpartum care
  • Care provided to women after childbirth

    postpartum depression or anxiety compared to those who did not, after propensity score matching. Doula care was also associated with 52.9% lower odds of cesarean

    Postpartum care

    Postpartum care

    Postpartum_care

  • Donald Rubin
  • American statistician (born 1943)

    papers on the Rubin causal model in 1974–1980, seminal papers on propensity score matching in the early 1980s with Paul Rosenbaum, and a textbook on the

    Donald Rubin

    Donald_Rubin

  • Epilepsy
  • Group of neurological disorders causing seizures

    for refractory epilepsy: a Nationwide Inpatient Sample–based propensity score matching analysis". Neurosurgical Focus. 48 (4): E11. doi:10.3171/2020

    Epilepsy

    Epilepsy

    Epilepsy

  • Cervical conization
  • Medical intervention

    in Cervical Cancer including High Risk Factors of Recurrence: Propensity Score Matching". Cancers. 14 (16): 3863. doi:10.3390/cancers14163863. ISSN 2072-6694

    Cervical conization

    Cervical_conization

  • World Council for Health
  • Anti-vaccination group

    Citywide, Prospective, Observational Study of 223,128 Subjects Using Propensity Score Matching". Cureus (Erratum). 14 (3): c61. doi:10.7759/cureus.c61. PMC 8947948

    World Council for Health

    World_Council_for_Health

  • Ignorability
  • Statistical concept

    everything that is recorded about that individual. In a 1983 paper on propensity score matching, Rubin and Rosenbaum define the stronger condition of a treatment

    Ignorability

    Ignorability

  • Census
  • Compilation of information about a given population

    form. DSE is facilitated by computer matching techniques that can be automated, such as propensity score matching. In the UK, all census formats are scanned

    Census

    Census

    Census

  • Impact evaluation
  • Assessment of particular interventions

    bias. Matching involves comparing program participants with non-participants based on observed selection characteristics. Propensity score matching (PSM)

    Impact evaluation

    Impact_evaluation

  • Double First-Class Construction
  • Ongoing Chinese higher education development scheme

    Double-First Class Construction Policy Influential? Analysis Using Propensity Score Matching". Sustainability. 15 (8): 6378. doi:10.3390/su15086378. ISSN 2071-1050

    Double First-Class Construction

    Double First-Class Construction

    Double_First-Class_Construction

  • Design effect
  • Statistical measure used in survey research

    Frequency Weighting (spectral analysis) Inverse probability weighting Propensity score matching This article was submitted to WikiJournal of Science for external

    Design effect

    Design_effect

  • Inverse probability weighting
  • Statistical technique

    package: Weighting for Covariate Balance in Observational Studies. Propensity score matching Design effect Robins, JM; Rotnitzky, A; Zhao, LP (1994). "Estimation

    Inverse probability weighting

    Inverse_probability_weighting

  • Women in Hong Kong
  • "Hiring Domestic Help and Family Well-Being in Hong Kong: A Propensity Score Matching Analysis". Journal of Comparative Family Studies. 45: 489–490

    Women in Hong Kong

    Women_in_Hong_Kong

  • Barbara Sianesi
  • Italian economist

    contribution to the literature includes code on ways to improve propensity score matching. Blundell, Richard; Dearden, Lorraine; Meghir, Costas; Sianesi

    Barbara Sianesi

    Barbara_Sianesi

  • Mobile money in Somalia
  • and Staff Report May 2016 "Remittance and poverty in Somalia: propensity score matching approach". Research Gate. "Determinants of economic well-being

    Mobile money in Somalia

    Mobile_money_in_Somalia

  • Heckman correction
  • Statistical technique correcting sampling bias

    command heckman provides the Heckman selection model. Propensity score matching – Statistical matching technique Roy model – Model for self-selection in economics

    Heckman correction

    Heckman_correction

  • Average treatment effect
  • Measure used to compare treatments in randomised trials

    experiments Difference in differences Regression discontinuity designs Propensity score matching Instrumental variables estimation Consider an example where all

    Average treatment effect

    Average_treatment_effect

  • Adolescent sexuality in Canada
  • response Collins, Martino, Elliott and Miu reanalyzed the data with propensity score matching. The effects from the reanalysis were not as large as the original

    Adolescent sexuality in Canada

    Adolescent_sexuality_in_Canada

  • List of statistics articles
  • Stein's example Propagation of uncertainty Propensity probability Propensity score Propensity score matching Proper linear model Proportional hazards models

    List of statistics articles

    List_of_statistics_articles

  • The Review of Economics and Statistics
  • Academic journal

    Gravity J.M.C. Santos Silva, Silvana Tenreyro February 1, 2002 84:1 Propensity Score-Matching Methods for Nonexperimental Causal Studies Rajeev H. Dehejia,

    The Review of Economics and Statistics

    The_Review_of_Economics_and_Statistics

  • Jasjeet S. Sekhon
  • American-Canadian scientist

    Jasjeet S. (2011). "Multivariate and Propensity Score Matching Software with Automated Balance Optimization: The Matching Package for R". Journal of Statistical

    Jasjeet S. Sekhon

    Jasjeet_S._Sekhon

  • Differential effects
  • Branch of statistics concerned with inferring treatment effects

    effects from spurious correlations. First, the balancing score (namely propensity score) matching method can be implemented for controlling the covariate

    Differential effects

    Differential_effects

  • William Spriggs
  • American economist (1955–2023)

    Returns to Graduating from a Historically Black College/University: Propensity Score Matching Estimates from the National Survey of Black Americans". Rev Black

    William Spriggs

    William Spriggs

    William_Spriggs

  • Policy analysis
  • Technique used in public administration

    analysis) New public management Political feasibility analysis Propensity score matching Compare: Geva-May, Iris; Pal, Leslie A. (1999). "Policy Evaluation

    Policy analysis

    Policy_analysis

  • John A. List
  • American economist (born 1968)

    Environmental Regulations on Manufacturing Plant Births: Evidence from a Propensity Score Matching Estimator" (PDF). The Review of Economics and Statistics. 85 (4):

    John A. List

    John A. List

    John_A._List

  • Paul Tseng
  • Chinese-American mathematician

    R. Rosenbaum and Donald Rubin in their work on propensity score matching. Tseng's software for matching has similarly been used in nonparametric statistics

    Paul Tseng

    Paul Tseng

    Paul_Tseng

  • Social aspects of television
  • Overview of the electronic medium's effects on large groups of consumers

    Laurence Steinbrerg and Kathryn Monahan has found that, using propensity score matching to control for other variables, television viewing of sexual media

    Social aspects of television

    Social_aspects_of_television

  • PSM
  • Topics referred to by the same term

    business system that is linked to a specific technological platform Propensity score matching, a statistical method used to provide unbiased estimation of treatment-effects

    PSM

    PSM

  • Dislocated worker funding
  • 2006 Current Population Survey Displaced Worker Survey. Using propensity score matching, researchers found that individuals participating in TAA had more

    Dislocated worker funding

    Dislocated_worker_funding

  • Health informatics
  • Computational approaches to health care

    is data quality. Methods that adjust for bias (such as using propensity score matching methods) assume that a complete health record is captured. Tools

    Health informatics

    Health informatics

    Health_informatics

  • Quasi-experiment
  • Empirical interventional study

    obtained from quasi-experiments. Moreover, the developing use of propensity score matching to match participants on variables important to the treatment

    Quasi-experiment

    Quasi-experiment

  • School violence
  • Circumstance of violence

    classmates. Other, well controlled longitudinal research that utilized propensity score matching indicates that exposure to gun violence in early adolescence is

    School violence

    School_violence

  • Exploratory causal analysis
  • Field in statistics pertaining to establishing cause and effect

    assume every relevant covariate in the data is observed, then propensity score matching can be used to find the causal effect between two observational

    Exploratory causal analysis

    Exploratory_causal_analysis

  • Bronchial artery embolization
  • Treatment for airway bleeding

    17,049 were administered tranexamic acid, and 11,490 were not. Propensity score matching yielded 9,933 matched pairs, showing significantly lower in-hospital

    Bronchial artery embolization

    Bronchial_artery_embolization

  • Long-term effects of cannabis
  • representative test of the marijuana gateway hypothesis using a propensity score matching design". Journal of Experimental Criminology. 18 (3): 497–514

    Long-term effects of cannabis

    Long-term effects of cannabis

    Long-term_effects_of_cannabis

  • The Review of Black Political Economy
  • Academic journal established in 1970

    Returns to Graduating from a Historically Black College/University: Propensity Score Matching Estimates from the National Survey of Black Americans". The Review

    The Review of Black Political Economy

    The_Review_of_Black_Political_Economy

  • Media and American adolescent sexuality
  • reanalyzed a dataset of teen sexual behavior (Collins et al.) by using propensity score matching and discovered that with other risk factors controlled, the viewing

    Media and American adolescent sexuality

    Media_and_American_adolescent_sexuality

  • Race in the United States criminal justice system
  • 'White Victim Effect' and Death Penalty Decision-Making from a Propensity Score Matching Approach: The North Carolina Experience". Journal of Criminal

    Race in the United States criminal justice system

    Race in the United States criminal justice system

    Race_in_the_United_States_criminal_justice_system

  • Maternity care deserts in the United States
  • Counties that lack maternity care resources

    health: Evaluation of doula programs across three states using propensity score matching". eClinicalMedicine. 50 101531. doi:10.1016/j.eclinm.2022.101531

    Maternity care deserts in the United States

    Maternity care deserts in the United States

    Maternity_care_deserts_in_the_United_States

  • Experimental benchmarking
  • of these methods by means of online advertising data, such as propensity score matching, stratification, regression adjustment, and inverse probability

    Experimental benchmarking

    Experimental_benchmarking

  • Hybrid coronary revascularization
  • Type of heart surgery

    same sized group of patients undergoing off pump surgery using propensity score matching. The patients treated with the hybrid approach had a significantly

    Hybrid coronary revascularization

    Hybrid_coronary_revascularization

  • Lore Lindu National Park
  • National parks of Indonesia

    the park. This estimate was based on a methodology involving propensity score matching rather than the conventional satellite image comparison. To boost

    Lore Lindu National Park

    Lore Lindu National Park

    Lore_Lindu_National_Park

  • Omari Swinton
  • Economist (b. 1980)

    returns to graduating from a historically Black college/university: Propensity score matching estimates from the national survey of Black Americans." The Review

    Omari Swinton

    Omari Swinton

    Omari_Swinton

  • Oscar Kempthorne
  • British statistician and geneticist (1919–2000)

    Rubin's randomization-based analysis and his work with Rosenbaum on propensity score matching influenced Kempthorne's analysis of covariance. Oscar Kempthorne

    Oscar Kempthorne

    Oscar_Kempthorne

  • Gregory Price (economist)
  • Professor of economics in New Orleans

    returns to graduating from a historically Black college/university: Propensity score matching estimates from the national survey of Black Americans." The Review

    Gregory Price (economist)

    Gregory_Price_(economist)

  • Jennie E. Brand
  • American sociologist (born 1976)

    has published extensively on treatment effect heterogeneity and propensity score matching. She serves on the editorial board of Sociological Methods & Research

    Jennie E. Brand

    Jennie_E._Brand

  • Weekend effect
  • Concept in healthcare

    time on mortality in an intensive care unit in Mainland China: a propensity score matching analysis". Crit Care. 17 (5): R230. doi:10.1186/cc13053. PMC 4055975

    Weekend effect

    Weekend_effect

  • Peer-led team learning
  • Assessing student success in a Peer Assisted Learning program using propensity score matching, Journal of College Science Teaching, 52(7), 129-136, doi:10.1080/0047231X

    Peer-led team learning

    Peer-led_team_learning

  • Robin Engel
  • American criminologist

    58 ,973 Ozer, M. & Engel, R. S. (2012. ) Revisiting the use of propensity score matching to understand the relationship between gang membership and violent

    Robin Engel

    Robin_Engel

  • Paul R. Rosenbaum
  • American statistician

    analysis, optimal matching, design sensitivity, evidence factors, quasi-experimental devices, and (with Donald B. Rubin) the propensity score. With various

    Paul R. Rosenbaum

    Paul_R._Rosenbaum

  • Fifth ODI, Australian cricket team in South Africa in 2005–06
  • Cricket match

    this are bad for the sport, with Barry Richards saying, "There is such a propensity for hitting boundaries that bowlers have been taken out of game". Cricinfo's

    Fifth ODI, Australian cricket team in South Africa in 2005–06

    Fifth ODI, Australian cricket team in South Africa in 2005–06

    Fifth_ODI,_Australian_cricket_team_in_South_Africa_in_2005–06

  • Angry Birds
  • Finnish media franchise

    studios and are in other genres such as racing, role-playing, and tile-matching. The franchise also includes other media such as merchandise, theme parks

    Angry Birds

    Angry_Birds

  • Rosenwald School
  • Schools in the United States

    he conditioned the Fund's support on the local communities' raising of matching funds. To promote collaboration between black and white people, Rosenwald

    Rosenwald School

    Rosenwald School

    Rosenwald_School

  • Tommy John
  • American baseball player (1943–2026)

    seventh inning of a 6–6 tie because the bases were loaded, and John had a propensity for inducing ground balls, which would have likely resulted in an out

    Tommy John

    Tommy John

    Tommy_John

  • Data analysis
  • randomization procedure seems to be defective: can and should one calculate propensity scores and include them as covariates in the main analyses? Several analyses

    Data analysis

    Data_analysis

  • List of disorder prediction software
  • proteins No No GlobPlot 2003 Regions with high propensity for globularity on the Russell/Linding scale (propensities for secondary structures and random coils)

    List of disorder prediction software

    List_of_disorder_prediction_software

  • Kyrie Irving
  • American basketball player (born 1992)

    he would be able to debunk any criticism leveled at him because of his propensity for "study[ing]", and that he "know[s] the Oxford dictionary." Asked directly

    Kyrie Irving

    Kyrie Irving

    Kyrie_Irving

  • Comparison of American and Canadian football
  • 12 minutes of clock at the most. One other notable difference is the propensity of CFL quarterbacks to rush the ball, both by design and as a result of

    Comparison of American and Canadian football

    Comparison of American and Canadian football

    Comparison_of_American_and_Canadian_football

  • Didier Sornette
  • French researcher (born 1957)

    pressure of our ancestors: starting with a population of agents with no propensity for cooperation and altruistic punishment, simple rules of selection by

    Didier Sornette

    Didier Sornette

    Didier_Sornette

  • Chevrolet Vega
  • Subcompact automobile

    a range of problems related to its engineering, reliability, safety, propensity to rust, and engine durability. Despite numerous recalls and design upgrades

    Chevrolet Vega

    Chevrolet Vega

    Chevrolet_Vega

  • 2013 NFL season
  • American football season

    which took place the first weekend of January 2014. The league's propensity for scoring did not abate in the post-season, as exemplified by the Indianapolis

    2013 NFL season

    2013_NFL_season

  • Petra Todd
  • American economist

    her coauthors argued from this data that African-Americans had a higher propensity than others to carry drugs, that the greater number of stops were causing

    Petra Todd

    Petra_Todd

  • Targeted advertising
  • Form of advertising

    effects associated with behavioral targeting: a competitive effect and a propensity effect. The relative strength of the two effects determines whether the

    Targeted advertising

    Targeted advertising

    Targeted_advertising

  • Juan González (baseball)
  • Puerto Rican baseball player (born 1969)

    Most Valuable Player before his 30th birthday. González explained his propensity for bringing runners home by saying, "I concentrate more when I see men

    Juan González (baseball)

    Juan González (baseball)

    Juan_González_(baseball)

  • Probabilistic context-free grammar
  • Grammar model in linguistics

    different features of an RNA . Such expectation may reflect for example the propensity for assuming a certain structure by an RNA. However incorporation of too

    Probabilistic context-free grammar

    Probabilistic_context-free_grammar

  • Donkey Kong 64
  • 1999 video game

    items and in full for a special ending. Next Generation noted Rare's propensity for backtracking. GameSpot more diplomatically assumed that players who

    Donkey Kong 64

    Donkey_Kong_64

  • Alex Morgan
  • American soccer player (born 1989)

    minute, the latest goal ever scored by a member of the U.S. women's team and a FIFA record. The goal continued her propensity for late heroics in the closing

    Alex Morgan

    Alex Morgan

    Alex_Morgan

  • Ralph Friedgen
  • American football player and coach (born 1947)

    started out with a 4–2 start, but a lack of offensive efficiency and a propensity for unforced turnovers—both of which may be attributed in part to an injury

    Ralph Friedgen

    Ralph Friedgen

    Ralph_Friedgen

  • Parrot
  • Order of birds

    Retrieved 6 January 2019. Benham, W. B. (1906). "Notes on the Flesh-eating Propensity of the Kea (Nestor notabilis)". Transactions of the Royal Society of New

    Parrot

    Parrot

    Parrot

  • Minimum wage in the United States
  • a consumer to spend their next dollar is referred to as the marginal propensity to consume or MPC. The transfer of income from higher income owners (who

    Minimum wage in the United States

    Minimum wage in the United States

    Minimum_wage_in_the_United_States

  • Employment protection legislation
  • difficulties to find a job covered by EPL because of the firms’ reduced propensity to hire.[citation needed] This latter group is mainly constituted by youths

    Employment protection legislation

    Employment_protection_legislation

  • Australia men's national soccer team
  • people and the governing body, the FFA. The nickname represents a cultural propensity for the use of colloquialisms in the country. It also represents the Australian

    Australia men's national soccer team

    Australia men's national soccer team

    Australia_men's_national_soccer_team

  • Protein structure prediction
  • Type of biological prediction

    scoring regions by a dynamic programming algorithm. Gaps are allowed during matching and a gap penalty is included in this case as a negative score when

    Protein structure prediction

    Protein structure prediction

    Protein_structure_prediction

  • Medical ultrasound
  • Medical intervention

    transcranial Doppler on the management of delayed cerebral ischemia: a propensity-matched analysis". Journal of Neurosurgery. 144 (1): 112–121. doi:10.3171/2025

    Medical ultrasound

    Medical ultrasound

    Medical_ultrasound

  • Configuration model
  • Family of random graph models

    Ξ i j = k i k j {\displaystyle \Xi _{ij}=k_{i}k_{j}} represents the propensity for interaction between nodes i {\displaystyle i} and j {\displaystyle

    Configuration model

    Configuration model

    Configuration_model

  • Cognitive epidemiology
  • Field of research

    intelligence scores may mean that individuals are better at preventing disease and injury. Their cognitive abilities may equip them with a better propensity for

    Cognitive epidemiology

    Cognitive_epidemiology

  • The Nightfly
  • 1982 studio album by Donald Fagen

    earlier, "simpler" time, its production sounded modern. Fagen held a "propensity for the perfect drum track", and multiple drummers are credited on the

    The Nightfly

    The_Nightfly

  • Social network (sociolinguistics)
  • Structure of a speech community

    individuals. Therefore it is the case that language change will have the propensity to be faster in larger communities rather than in smaller communities

    Social network (sociolinguistics)

    Social_network_(sociolinguistics)

  • Adolescence
  • Human transition from puberty to adult

    Some have argued that there may be evolutionary benefits to an increased propensity for risk-taking in adolescence. For example, without a willingness to

    Adolescence

    Adolescence

    Adolescence

  • ViennaRNA Package
  • Bioinformatics software for RNA structure analysis and prediction

    strands. This is partly because the extra oxygen in RNA increases the propensity for hydrogen bonding in the nucleic acid backbone. The base pairing and

    ViennaRNA Package

    ViennaRNA_Package

  • Psychological resilience
  • Ability to mentally cope with a crisis

    adaptive benefits in the coping process. Resilient people who have a propensity for coping strategies that concretely elicit positive emotions—such as

    Psychological resilience

    Psychological_resilience

  • Glossary of economics
  • capital marginal product of labor marginal propensity to consume marginal propensity to import marginal propensity to save marginal rate of substitution marginal

    Glossary of economics

    Glossary_of_economics

  • Logistic regression
  • Statistical model for a binary dependent variable

    also used in marketing applications such as prediction of a customer's propensity to purchase a product or halt a subscription, etc. In economics, it can

    Logistic regression

    Logistic regression

    Logistic_regression

  • Gerrymandering
  • Form of political manipulation

    redistricting, both Democrats and Republicans have displayed a marked propensity for couching the process in secrecy; in May 2010, for example, the Republican

    Gerrymandering

    Gerrymandering

    Gerrymandering

  • The Best Years
  • Canadian television series

    Meanwhile, Noah takes a shine to his film professor, who is rumored to have a propensity for hooking up with one attractive male student each year. Noah hopes

    The Best Years

    The_Best_Years

  • Rhinoplasty
  • Surgical procedure to enhance or reconstruct a human nose

    best source of nasal skin. Furthermore, despite its notable scarring propensity, the nasal skin flap is the prime consideration for nasal reconstruction

    Rhinoplasty

    Rhinoplasty

    Rhinoplasty

  • Renault Dauphine
  • Motor vehicle

    itself." A retrospective in The Evening Chronicle noted the Dauphine's propensity to rust if not given careful attention, saying also a Dauphine "has to

    Renault Dauphine

    Renault Dauphine

    Renault_Dauphine

  • Nucleic acid structure prediction
  • Computational prediction of nucleic acid structure

    transfer RNA. This is partly because the extra oxygen in RNA increases the propensity for hydrogen bonding in the nucleic acid backbone. The energy parameters

    Nucleic acid structure prediction

    Nucleic_acid_structure_prediction

  • Gender pay gap in the United States
  • Linda; Lai, Lei (2007). "Social incentives for gender differences in the propensity to initiate negotiations: Sometimes it does hurt to ask". Organizational

    Gender pay gap in the United States

    Gender_pay_gap_in_the_United_States

  • Transplantation (medicine)
  • Medical procedure

    Among Infants Listed for Heart Transplantation in the United States: A Propensity Analysis". Circulation. 121 (17): 1926–33. doi:10.1161/circulationaha

    Transplantation (medicine)

    Transplantation (medicine)

    Transplantation_(medicine)

  • Social support
  • Support systems for individuals

    D. (1994). The effects of social support and inner containment on the propensity toward delinquent behavior and disengagement in education (Doctoral dissertation)

    Social support

    Social support

    Social_support

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