Page Index - sporedata/researchdesigneR Wiki
289 page(s) in this GitHub Wiki:
- Home
- #00.Datasets
- #01.Association
- #02.Causation
- #03.Computer vision
- #04.Data collection
- #05.Data linkage
- #06.Diagnostics
- #07.Health economics
- #08.Latent variable modeling
- #09.Machine learning
- #10.Natural language processing
- #11.Meta analysis
- #12.Operations
- #13.Qualitative
- #14.Randomization
- #15.Sensors
- #16.Social network analysis
- #17.Spatial analysis
- #18.Time series
- #19.Visualization
- #20.Important research QA and information
- 01. VAHS CDW
- 01.Association.Pre requisites for association
- 01.Association01.Exploratory analysis
- 01.Association02.Inferential tests
- 01.Association03.Models for outcomes measured a single time
- 01.Association04.Models with grouped outcomes
- 01.Association05.Time to event
- 01.Association06.Genetic association studies
- 01.Association07.Attributable fraction, number needed to treat, and relative excess risk due to interaction
- 01.Association08.Missing data
- 01.Association09.Measuring change scores
- 01.Association10.Observer agreement
- 01.Association11.Dose response analysis
- 01.Association12.Multiple comparisons
- 01.Association13.Decomposition methods
- 01.Association14.Copula models
- 02. Military Health System (MHS)
- 02.Causation.Common references for causation
- 02.Causation.Pre requisites for causal analysis
- 02.Causation01.Causal Bayesian networks
- 02.Causation02.Difference in differences
- 02.Causation03.Instrumental variables
- 02.Causation04.Heterogeneity of effect subgroup analysis, mediation, and moderation
- 02.Causation04.Mediation and moderation analyses
- 02.Causation05.Propensity scores
- 02.Causation06.Regression discontinuity design
- 02.Causation07.Causal machine learning
- 02.Causation08.Interrupted time series
- 03. Pharmacy Benefits Management (PBM)
- 03.Computer Vision.Pre requisites for computer vision
- 03.Computer Vision01.Image detection and classification
- 03.Computer Vision02.Image segmentation
- 04. Health Economics Resource Center (HERC)
- 04.Data collection.Pre requisites for data collection
- 04.Data collection01.Chatbot
- 04.Data collection02.Interviews and focus groups
- 04.Data collection03.Mechanical Turk
- 04.Data collection04.Email surveys
- 04.Data collection05.Registry
- 04.Data collection06.Trial
- 04.Data collection07.Patient data donation
- 04.Data collection08.Platform trials
- 04.Data collection09.Data quality control
- 04.Data collection10.Design and data coordination center
- 04.Data collection11.Sampling
- 05. Resident Assessment Instrument Minimum Data Set (RAI MDS)
- 05.Data linkage.Pre requisites for data linkage
- 05.Data linkage01.Probabilistic
- 05.Data linkage02.Linkage by geolocation
- 05.Data linkage03.Statistical matching
- 05.Data linkage04.Enrichment by machine learning
- 06. The Healthcare Effectiveness Data and Information Set (HEDIS)
- 06.Diagnostics.Pre requisites for diagnostics
- 06.Diagnostics01.Diagnostic properties
- 06.Diagnostics02.Screening studies
- 07. Lung Cancer Screening Demonstration Project (LCSDP) Cohort
- 07.Health economics.Common packages for health economics
- 07.Health economics.Pre requisites for health economics
- 07.Health economics01.Cost utility analysis
- 07.Health economics02.Discrete choice experiments
- 07.Health economics03.Individualized cost effectiveness analysis
- 08. Veterans Health Administration (VHA) Surgery Program
- 08.Latent variable modeling.Common references for latent variable modeling
- 08.Latent variable modeling.Pre requisites for latent variable modeling
- 08.Latent variable modeling01.Factor analysis
- 08.Latent variable modeling02.Validity
- 08.Latent variable modeling03.Internal reliability
- 08.Latent variable modeling04.Item response theory
- 08.Latent variable modeling05.Latent class modeling
- 08.Latent variable modeling06.Structural equation modeling
- 08.Latent variable modeling07.Minimal clinically important difference
- 08.Latent variable modeling08.Computerized adaptive testing
- 09. CART (Clinical Assessment Reporting and Tracking)))
- 09.Machine learning.Common references for machine learning
- 09.Machine learning.Pre requisites for machine learning
- 09.Machine learning01.Classification
- 09.Machine learning02.Regression
- 09.Machine learning03.Survival
- 09.Machine learning04.Time series
- 09.Machine learning05.Causation
- 09.Machine learning06.Clustering
- 09.Machine learning07.Model transfer
- 09.Machine learning08.Microsimulation
- 09.Machine learning09.Recommender systems
- 09.Machine learning10.Clinical decision support systems
- 09.Machine learning11.Sensor driven
- 09.Machine learning12. Reinforcement learning
- 10. Defense Eligibility Enrollment Reporting System (DEERS)
- 10.Natural language processing.Common packages for natural language processing
- 10.Natural language processing.Common references for natural language processing
- 10.Natural language processing.Pre requisites for natural language processing
- 10.Natural language processing01.Extraction and classification
- 10.Natural language processing02.Sentiment analysis
- 11. National Utilization Management Integration (NUMI)
- 11.Meta analysis.Pre requisites for meta analysis
- 11.Meta analysis01.Diagnostic
- 11.Meta analysis02.Individual participants
- 11.Meta analysis03.Observational studies
- 11.Meta analysis04.Randomized trials
- 11.Meta analysis05.Qualitative studies
- 11.Meta analysis06.Scales
- 11.Meta analysis07.Network meta analysis
- 11.Meta analysis08.Scoping reviews
- 11.Meta analysis09.Rapid
- 11.Meta analysis10.Realist
- 11.Meta analysis11.Pragmatic
- 12. EHR (Electronic Health Record) (MHS)
- 12.Operations.Pre requisites for operations
- 12.Operations01.Discrete event simulation
- 12.Operations02.Agent based modeling
- 12.Operations03.System dynamics
- 12.Operations04.Differential equation modeling
- 12.Operations05.Event sequence (memoryless)
- 13. Comprehensive Ambulatory Professional Encounter Record (CAPER)
- 13.Qualitative.Common references for qualitative research
- 13.Qualitative.Pre requisites for qualitative research
- 13.Qualitative01.Cognitive task analysis
- 13.Qualitative02.Implementation science
- 13.Qualitative03.Mixed methods design
- 13.Qualitative04.Shared decision making
- 13.Qualitative05.Case studies
- 13.Qualitative06.Participatory research
- 13.Qualitative07.Coincidence Analysis (CNA)
- 13.Qualitative08.Text analysis
- 13.Qualitative09.Delphi
- 14. The Veterans Affairs Surgical Quality Improvement Program (VASQIP)
- 14.Randomization.Common references for randomized designs
- 14.Randomization.Pre requisites for randomized designs
- 14.Randomization01.Adaptive enrichment design
- 14.Randomization02.Bayesian adaptive
- 14.Randomization03.Cluster
- 14.Randomization04.Cluster Stepped Wedge
- 14.Randomization05.Cross over
- 14.Randomization06.N of 1
- 14.Randomization07.Non inferiority
- 14.Randomization07.Non inferiority and equivalence
- 14.Randomization08.Parallel
- 14.Randomization09.Platform
- 14.Randomization10.Basket and umbrella
- 14.Randomization11.Master observation trial
- 14.Randomization12.Randomization schedules
- 14.Randomization13.Pragmatic
- 15. Pharmacy Data Transaction Service (PDTS)
- 15.Sensors.Pre requisites for sensors
- 15.Sensors01.Smartwatch
- 15.Sensors02.EKG
- 15.Sensors03.Sound
- 15.Sensors04.Hear rate variability
- 16. Standard Inpatient Data Record (SIDR)
- 17. Institutional purchased care data (TEDI)
- 17.Spatial analysis.Common packages for spatial analysis
- 17.Spatial analysis.Pre requisites for spatial analysis
- 17.Spatial analysis01.Geographic information systems
- 17.Spatial analysis02.GIS dynamic maps
- 17.Spatial analysis03.Spatio temporal analysis
- 18. Non institutional purchased care data (TEDNI)
- 18.Time series.Pre requisites for time series
- 18.Time series01.Association
- 18.Time series02.Change point analysis
- 18.Time series03.Forecast
- 18.Time series04.Autoregression
- 19. Pharmacy Data Transaction Service (PDTS)
- 19.Visualization01.Standalone plots
- 19.Visualization02.Dashboards
- 20. Standard Ambulatory Data Record (SADR)
- 21. Theater Medical Data Store (TMDS)
- 22. Health Risk Data
- 23. Homeless Services Registry
- Agenzia Regionale di Sanità della Toscana ARS
- Air Quality and Meteorological Information of Chile
- AMDS
- ANA
- APCDs
- Atmospheric Composition Analysis
- Base de Datos de Facil Acceso del Censo 2017 de Chile
- BIFAP
- BioVU
- Broadband Deployment Data
- CAHPS(R) Database
- Caserta
- Census
- censusIncarceration
- CHARLS
- CMS claims data
- CMS Cost Reports
- COVID 19 vaccinations
- CPRD
- CRISP
- database_template
- Datasets through NBER
- Delphi Epidata API COVIDcast Epidata API
- Earthdata
- EHIF
- ELSA
- Environmental quality index (EQI)
- ETH Medical data science ricu
- GePaRD
- HCUP and AHA
- healthdatacsv
- HERC
- HRS
- HSE PCRS
- IAC State Vaccine Mandate
- IBM Marketscan
- IDD
- IMR
- IMRD
- InGef
- INMET
- ISD
- Karma
- LASI
- MAA
- MBSAQIP
- MCBS
- MEPS
- methods_template
- MHOS
- Military Health System (MHS)
- MIMIC IV
- Multiverse
- MVP
- Myers Abortion Facility Database
- N3C
- NCDB
- NDB
- NDC
- NDI
- Neighborhood Atlas Area Deprivation Index
- NHANES
- NHATS
- NHATS full description
- NHIS NSC
- NPI
- NSQIP
- NTDB
- PbEHDE
- PBS
- PCORNET
- Pedianet
- PHARMO
- Population Density Maps
- Premier
- RAMQ
- Rural Hospital Closures
- SAGE
- SEER Medicare
- SHARE
- SIDIAP
- SNIRAM SNDS HDH
- SPARCS
- SRTR
- Stanford AIMI
- STS
- SUS
- SVS VQI
- TRICARE
- TriNetX
- UNOS
- US EPA AQS
- USRDS
- VA databases
- VAHS CDW
- VASQIP
- VIIRS
- Visible Infrared Imaging Radiometer Suite (VIIRS)
- WVS Database