Page Index - sporedata/researchdesigneR GitHub Wiki
604 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
- #21.Reporting Guidelines
- 00.Datasets01 (A C)
- 00.Datasets02 (D L)
- 00.Datasets03 (M R)
- 00.Datasets04 (S Z)
- 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
- 01.Association15.Sensitivity analysis
- 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.Causation04a.Heterogeneity of effect subgroup analysis
- 02.Causation04b.Mediation and moderation analyses
- 02.Causation05.Propensity scores
- 02.Causation06.Regression discontinuity design
- 02.Causation07.Causal machine learning
- 02.Causation08.Interrupted time series
- 03.Computer Vision.Pre requisites for computer vision
- 03.Computer Vision01.Image detection and classification
- 03.Computer Vision02.Image segmentation
- 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.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.Diagnostics.Pre requisites for diagnostics
- 06.Diagnostics01.Diagnostic properties
- 06.Diagnostics02.Screening studies
- 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
- 07.Health economics04.Value of information analysis
- 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.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.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.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
- 11.Meta analysis12.Meta meta analysis
- 11.Meta analysis13.Mapping
- 11.Meta analysis14.Scanning the horizon
- 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.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.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.Sensors.Pre requisites for sensors
- 15.Sensors01.Smartwatch
- 15.Sensors02.EKG
- 15.Sensors03.Sound
- 15.Sensors04.Hear rate variability
- 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.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.Visualization01.Standalone plots
- 19.Visualization02.Dashboards
- 200ks_Med_ResPaper_Abstracts
- 21.Reporting Guidelines01.EQUATOR checklist
- 21.Reporting Guidelines02.PROBAST checklist
- 21.Reporting Guidelines03.PROGRESSplus framework
- 21.Reporting Guidelines04.PRISMA Equity_checklist
- 4DN DP
- AARP
- AC MRI
- ACAG
- AccessClinicalData
- ACRD
- ACS
- ADDEP
- ADDI
- ADI
- ADKP
- AgingResearchBiobank
- AHA
- AHRF
- AHRQ
- Air Quality and Meteorological Information of Chile
- ALFA
- AllOfUs
- AMDS
- AMGA
- AMP PD
- ANA
- APCDs
- AphasiaBank
- ARS
- ARSA
- ASCQ Me
- AYA HOPE
- Base de Datos de Facil Acceso del Censo 2017 de Chile
- BCSC
- BDC
- Bengali_Medical_Dataset
- BIFAP
- BIL
- BindingDB
- BioASQ
- BioBERT_QA_Model
- BioLINCC
- BioPortal
- BioSystics AP
- BioVU
- BossDB
- BRFSS
- Broadband Deployment Data
- BV BRC
- CAHPS(R) Database
- caNanoLab
- CAPER
- CART
- Caserta
- CASI
- CCDI CCDC
- CCDI MTP
- CCHMC
- CDE
- CDI
- CDS
- CDW
- CEDCD
- Census Tract
- censusIncarceration
- CFDE
- CHARLS
- Chatbot
- CHILDES
- CHSI
- CIBMTR
- CIL
- CIMRD
- CKD SS
- ClinicalTrials
- ClinVar
- CMDKP
- CMS claims data
- CMS Cost Reports
- CMS Hospital Compare
- CMS–Physician Compare
- COMETS
- Connect
- Copernicus
- CORD 19
- CORD 19_corpus Mining
- CoreNLP
- COUGHVID 3
- County Health Rankings
- COVID 19 vaccinations
- COVID 19_Graphs
- COVID 19_Translations
- COVID 19_Tweets
- COVID 19_Tweets_India
- COVID 19_Xray
- CPRD
- CRE
- CRISP
- CVRG
- DABI
- DANDI
- DARR
- DARWIN
- DASH
- database_template
- Databrary
- Datasets through NBER
- DAVID
- DAWN
- dbGaP
- dbSNP
- dbVar
- DCI
- DEERS
- Delphi Epidata API COVIDcast Epidata API
- dGTEx
- DHDS
- dkNET
- DLCA
- DRG
- DRM
- Drugs+MedConditions
- Drugs+SideEffects+MedConditions
- DSDR
- DSID
- DSLD
- Dyson
- DZchatbot
- Earthdata
- ECHO
- ECIS
- EDG
- EHDEN
- EHIF
- EHIS
- eHOMD
- EHR
- ELSA
- ENCODE
- English_Language_Sentences
- EPA
- EPIC Europe
- EQI
- ESMÉ
- ETH Medical data science ricu
- EUROCARE
- EUSOMA
- exRNA
- FaceBase
- FARA
- FARS
- FEA
- FITBIR
- FL AHCA
- FluencyBank
- FoodData
- GAAIN
- GBD
- GenBank
- GENIA
- GEOS Chem
- GePaRD
- GlyGen
- GTEx
- GTR
- Gun Violence Archive (GVA)
- HCMI
- HCUP
- HDE
- HDRP
- Healthcare_NLP
- healthdatacsv
- HealthMeasures
- HEDIS
- HERC
- HEROiC
- HFA DB
- HHEAR
- HHS
- HIMSS
- HINTS
- HIV DAU
- House_MD_Transcripts
- HPV VU
- HRD
- HRS
- HSAF
- HSE PCRS
- HSPW
- HSR
- HuBMAP
- IAC
- IAHDS
- IBM Marketscan
- ICPSR
- ICS
- ID_Entities_HealthCareData
- IDC
- IDD
- IDG
- IEDB
- IKNL
- ImmPort
- ImmuneSpace
- IMR
- IMRD
- INCLUDE
- InGef
- INMET
- Intermacs Database
- IPUMS
- ISD
- ISNA CoronaNews
- Kaggle datasets
- Karma
- KF DRC
- LAI
- LASI
- LATCH
- LAUS
- LCSDP
- LDbase
- LONI
- Lown Institute Hospital Index
- MAA
- Map the Meal Gap
- mapMECFS
- MBSAQIP
- MCBS
- MeDAL
- Medical_Transcriptions
- MedicalNewsToday
- Medicine Graph
- MedNLI
- MEPS
- MetaMap
- methods_template
- MHOS
- MHS
- MI
- MIDRC
- MIMIC CXR
- MIMIC III
- MIMIC IV
- MoTrPAC
- MPOG
- Multiverse
- MVP
- MW
- Myers_Abortion_Facility_Database
- n2c2 NLP
- N3C
- NACC
- NACDA
- NAHDAP
- NASA
- NCATS ODP
- NCBI
- NCCOR
- NCDB
- NCHHSTP_AtlasPlus
- NCHS Data Linkage
- NCI IND
- NCR
- NCS
- NDA
- NDB
- NDC
- NDEx
- NDI
- NEI
- NER_CRF_Medical
- Neuro QoL
- News_Title_Dataset_CSV
- NHANES
- NHATS
- NHATS full description
- NHCDR
- NHGRI EBI
- NHIS
- NHIS CCS
- NHIS NSC
- NIAAA
- NIAGADS
- NIDA
- NIDDK CR
- NIF
- NIH Toolbox
- NITRC
- NLTK
- NORDCAN
- NPDB
- NPI
- NRD
- NSQIP
- NSRR
- NTDB
- NUMI
- OASIS
- ODC SCI
- OHDSI datasets
- OHSUMED
- OIG LEIE
- ONR
- openICPSR
- OpenNeuro
- OpenPain
- OPTN Transplant Dataset
- PbEHDE
- PBM
- PBS
- PCORNET
- PDB
- PDBP
- PDTS
- Pedianet
- PeptideAtlas
- PGS
- PHARMO
- PhonBank
- PhysioNet
- PLACES
- PLCO
- POC
- Population Density Maps
- PPCR
- PRECIS 2
- Premier
- PRO CTCAE
- PROMIS
- PROSPR
- PS
- PubChem
- PubMed
- PubMed_200k_RCT
- R4R
- Radiologist_Notes
- RAI MDS
- RAMQ
- RAND corporation
- RedditData
- RHIhub
- Ru_DrugAddiction
- Ru_EarlyNewsArticles HIVAIDS
- Rural Hospital Closures
- Russian_Voice
- SADR
- SAGE
- SAMD
- SANAD
- SAVEE
- scikit learn
- SCORCH
- SCRCR
- SDOH
- SEDD
- SEER
- SEER CAHPS
- SEER Medicaid
- SEER Medicare
- SEER MHOS
- SenNet
- SHARE
- ShARe_corpus
- SIDIAP
- SIDR
- SLORA
- SNIRAM SNDS HDH
- SpanishTweets_Depression
- SPARC
- SPARCS
- SQuAD_Translated_To_Persian
- SRA
- SRTR
- SSA
- Stanford AIMI
- STAR
- StatFin
- Stroke_MRIs
- STS
- SUS
- SVI
- SVS VQI
- Symptom2Disease
- T4SA
- TBPP
- TCIA
- TEDI
- TEDNI
- teste
- Texas hospital discharge data
- The State of Senior Hunger
- THIN
- THYME_corpus
- TLMS
- TMDS
- Tracking Network
- Trans_Law
- TrialShare
- TRICARE
- TriNetX
- TUS CPS
- UFAL
- UK_Biobank
- UMLS
- UniProt
- UNOS
- USPS zip code database
- USRDS
- VA databases
- VAHS CDW
- VASQIP
- Vermont Hospital Discharge Data
- VEuPathDB
- VHA SP
- Video_Transcript_Summarization
- VIIRS
- Visible Infrared Imaging Radiometer Suite (VIIRS)
- VPF
- WIdO
- WikiMed_Q+A
- WLS
- WONDER
- WRDS Bond Database
- WVS Database
- ZfKD