Other packages > Find by keyword >

lmtp  

Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies
View on CRAN: Click here


Download and install lmtp package within the R console
Install from CRAN:
install.packages("lmtp")

Install from Github:
library("remotes")
install_github("cran/lmtp")

Install by package version:
library("remotes")
install_version("lmtp", "1.5.0")



Attach the package and use:
library("lmtp")
Maintained by
Nicholas Williams
[Scholar Profile | Author Map]
First Published: 2020-07-18
Latest Update: 2023-07-19
Description:
Non-parametric estimators for casual effects based on longitudinal modified treatment policies as described in Diaz, Williams, Hoffman, and Schenck , traditional point treatment, and traditional longitudinal effects. Continuous, binary, and categorical treatments are allowed as well are censored outcomes. The treatment mechanism is estimated via a density ratio classification procedure irrespective of treatment variable type. For both continuous and binary outcomes, additive treatment effects can be calculated and relative risks and odds ratios may be calculated for binary outcomes.
How to cite:
Nicholas Williams (2020). lmtp: Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies. R package version 1.5.0, https://cran.r-project.org/web/packages/lmtp. Accessed 03 May. 2025.
Previous versions and publish date:
0.0.5 (2020-07-18 11:10), 0.9.0 (2021-02-22 16:50), 0.9.1 (2021-08-18 11:10), 1.0.0 (2021-09-29 09:10), 1.3.0 (2022-05-21 08:40), 1.3.1 (2022-09-07 23:32), 1.3.2 (2023-07-19 18:50), 1.3.3 (2024-03-26 18:30), 1.4.0 (2024-06-27 05:40)
Other packages that cited lmtp R package
View lmtp citation profile
Other R packages that lmtp depends, imports, suggests or enhances
Complete documentation for lmtp
Functions, R codes and Examples using the lmtp R package
Some associated functions: create_node_list . event_locf . lmtp-package . lmtp_contrast . lmtp_ipw . lmtp_sdr . lmtp_sub . lmtp_tmle . reexports . sim_cens . sim_point_surv . sim_t4 . sim_timevary_surv . static_binary_off . static_binary_on . tidy.lmtp . 
Some associated R codes: checks.R . contrasts.R . data.R . density_ratios.R . estimators.R . gcomp.R . lmtp-package.R . lmtp_Task.R . nodelist.R . print.R . sdr.R . shift.R . sl.R . theta.R . tidy.R . tmle.R . utils.R .  Full lmtp package functions and examples
Downloads during the last 30 days
04/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for lmtp681012141618202224262830TrendBars

Today's Hot Picks in Authors and Packages

noisyCE2  
Cross-Entropy Optimisation of Noisy Functions
Cross-Entropy optimisation of unconstrained deterministic and noisy functions illustrated in Rubins ...
Download / Learn more Package Citations See dependency  
sift  
Intelligently Peruse Data
Facilitate extraction of key information from common datasets. ...
Download / Learn more Package Citations See dependency  
scModels  
Fitting Discrete Distribution Models to Count Data
Provides functions for fitting discrete distribution models to count data. Included are the Poisson ...
Download / Learn more Package Citations See dependency  
ENMTools  
Analysis of Niche Evolution using Niche and Distribution Models
Constructing niche models and analyzing patterns of niche evolution. Acts as an interface for many ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
hdme  
High-Dimensional Regression with Measurement Error
Penalized regression for generalized linear models for measurement error problems (aka. errors-in-v ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA