Package ChannelAttribution
|
|
|
- Monica Fletcher
- 8 years ago
- Views:
Transcription
1 Type Package Package ChannelAttribution October 10, 2015 Title Markov Model for the Online Multi-Channel Attribution Problem Version 1.2 Date Author Davide Altomare and David Loris Maintainer Davide Altomare Advertisers use a variety of online marketing channels to reach consumers and they want to know the degree each channel contributes to their marketing success. It's called the online multi-channel attribution problem. This package contains a probabilistic algorithm for the attribution problem. The model uses a k-order Markov representation to identifying structural correlations in the customer journey data. The package also contains three heuristic algorithms (first-touch, last-touch and linear-touch approach) for the same problem. The algorithms are implemented in C++. For customizations or interest in other statistical methodologies for web data analysis please contact <davide.altomare@gmail.com>. License GPL (>= 2) URL markov-model-for-the-multichannel-attribution-problem Imports Rcpp (>= ) LinkingTo Rcpp, RcppArmadillo NeedsCompilation yes Repository CRAN Date/Publication :02:05 R topics documented: ChannelAttribution-package Data heuristic_models markov_model Index 6 1
2 2 ChannelAttribution-package ChannelAttribution-package Markov Model for the Online Multi-Channel Attribution Problem Details Advertisers use a variety of online marketing channels to reach consumers and they want to know the degree each channel contributes to their marketing success. It s called the online multi-channel attribution problem. In many cases, advertisers approach this problem through some simple heuristics methods that do not take into account any customer interactions and often tend to underestimate the importance of small channels in marketing contribution. This package provides a function that approaches the attribution problem in a probabilistic way. It uses a k-order Markov representation to identifying structural correlations in the customer journey data. This would allow advertisers to give a more reliable assessment of the marketing contribution of each channel. The approach basically follows the one presented in Eva Anderl, Ingo Becker, Florian v. Wangenheim, Jan H. Schumann (2014). Differently for them, we solved the estimation process using stochastic simulations. In this way it is also possible to take into account conversion values and their variability in the computation of the channel importance. The package also contains a function that estimates three heuristic models (first-touch, last-touch and linear-touch approach) for the same problem. For customizations or interest in other statistical methodologies for web data analysis please contact <davide.altomare@gmail.com>. Package: ChannelAttribution Type: Package Version: 1.2 Date: License: GPL (>= 2) Package contains two functions: markov_model which estimates a k-order Markov model and heuristic_model which estimates three heuristic models (first-touch, last-touch and linear-touch) from customer journey data. Author(s) Davide Altomare and David Loris Maintainer Davide Altomare <davide.altomare@gmail.com> References Davide Altomare, David Loris (2015). Markov Model for the Online Multi-Channel Attribution Problem. Eva Anderl, Ingo Becker, Florian v. Wangenheim, Jan H. Schumann. Mapping the Customer Journey (2014). A Graph-Based Framework for Online Attribution Modeling.
3 Data 3 Data Customer journeys data Customer path data with conversions and conversion value. Usage data(pathdata) Format Data is a data.frame with rows and 4 columns: "path" containing customer paths, "total_conversions" containing total number of conversions, "total_conversion_value" containing total conversion value and "total_null" containing total number of paths that do not lead to conversion. heuristic_models Heuristic models for the online attribution problem Estimate theree heuristic models (first-touch, last-touch, linear) from customer journey data. Usage heuristic_models(data, var_path, var_conv, var_value=null) Arguments Data var_path var_conv var_value data.frame containing paths and conversions. name of the the column containing paths. name of the column containing total conversions. name of the column containing total conversion value. Value An object of class data.frame with the estimated number of conversions and the estimated conversion value attributed to each channel for each model. Author(s) Davide Altomare (<davide.altomare@gmail.com>).
4 4 markov_model Examples data(pathdata) #uncomment the following lines to run the examples #heuristic_models(data,"path","total_conversions") #heuristic_models(data,"path","total_conversions",var_value="total_conversion_value") markov_model Markov model for the online attribution problem Usage Estimate a k-order Markov model from customer journey data. markov_model(data, var_path, var_conv, var_value=null, var_null=null, order=1, nsim=1e+06, n_boot=1e+06, n_single_boot=30, out_more=false) Arguments Data var_path var_conv var_value var_null order nsim n_boot n_single_boot out_more data.frame containing paths and conversions. name of the the column containing paths. name of the column containing total conversions. name of the column containing total conversion value. name of the column containing total paths that do not lead to conversions. order of Markov Model. number of total simulations from transition matrix. number of bootstrap samples from the empirical distribution of the maxium number of steps between channels. dimension of the bootstrap sample. if TRUE returns the transition probabilities between channels and removal effects. Value An object of class data.frame with the estimated number of conversions and the estimated conversion value attributed to each channel. Author(s) Davide Altomare (<davide.altomare@gmail.com>).
5 markov_model 5 Examples data(pathdata) #uncomment the following lines to run the examples #markov_model(data, "path", "total_conversions") #markov_model(data, "path", "total_conversions", # var_value="total_conversion_value") #markov_model(data,"path","total_conversions", # var_value="total_conversion_value", var_null="total_null") #markov_model(data, "path", "total_conversions", # var_value="total_conversion_value", var_null="total_null", out_more=true)
6 Index Topic channel attribution Topic channel marketing Topic customer journey dataset Topic customer journey Topic customer path data Topic dataset Topic first touch Topic last touch Topic linear touch Topic marketing attribution Topic markov graph markov_model, 4 Topic markov model markov_model, 4 Topic multi channel funnel Topic multi channel marketing Topic online attribution Topic web marketing Topic web statistics markov_model, 4 ChannelAttribution (ChannelAttribution-package), 2 6
Analyzing the Customer Journey: Attribution Modeling for Online Marketing Exposures in a Multi- Channel Setting
Analyzing the Customer Journey: Attribution Modeling for Marketing Exposures in a Multi- Channel Setting Conference Innovative Approaches to Advertising Effectiveness Eva Anderl, Ingo Becker, Florian v.
Package CRM. R topics documented: February 19, 2015
Package CRM February 19, 2015 Title Continual Reassessment Method (CRM) for Phase I Clinical Trials Version 1.1.1 Date 2012-2-29 Depends R (>= 2.10.0) Author Qianxing Mo Maintainer Qianxing Mo
Package empiricalfdr.deseq2
Type Package Package empiricalfdr.deseq2 May 27, 2015 Title Simulation-Based False Discovery Rate in RNA-Seq Version 1.0.3 Date 2015-05-26 Author Mikhail V. Matz Maintainer Mikhail V. Matz
Package zic. September 4, 2015
Package zic September 4, 2015 Version 0.9 Date 2015-09-03 Title Bayesian Inference for Zero-Inflated Count Models Author Markus Jochmann Maintainer Markus Jochmann
Package PACVB. R topics documented: July 10, 2016. Type Package
Type Package Package PACVB July 10, 2016 Title Variational Bayes (VB) Approximation of Gibbs Posteriors with Hinge Losses Version 1.1.1 Date 2016-01-29 Author James Ridgway Maintainer James Ridgway
Package retrosheet. April 13, 2015
Type Package Package retrosheet April 13, 2015 Title Import Professional Baseball Data from 'Retrosheet' Version 1.0.2 Date 2015-03-17 Maintainer Richard Scriven A collection of tools
Package missforest. February 20, 2015
Type Package Package missforest February 20, 2015 Title Nonparametric Missing Value Imputation using Random Forest Version 1.4 Date 2013-12-31 Author Daniel J. Stekhoven Maintainer
Package tagcloud. R topics documented: July 3, 2015
Package tagcloud July 3, 2015 Type Package Title Tag Clouds Version 0.6 Date 2015-07-02 Author January Weiner Maintainer January Weiner Description Generating Tag and Word Clouds.
Package pesticides. February 20, 2015
Type Package Package pesticides February 20, 2015 Title Analysis of single serving and composite pesticide residue measurements Version 0.1 Date 2010-11-17 Author David M Diez Maintainer David M Diez
Package EasyHTMLReport
Type Package Title EasyHTMLReport Version 0.1.1 Date 2013-08-13 Package EasyHTMLReport Author Yohei Sato Maintainer Yohei Sato February 19, 2015 It is a package
Package MBA. February 19, 2015. Index 7. Canopy LIDAR data
Version 0.0-8 Date 2014-4-28 Title Multilevel B-spline Approximation Package MBA February 19, 2015 Author Andrew O. Finley , Sudipto Banerjee Maintainer Andrew
Package VideoComparison
Version 0.15 Date 2015-07-24 Title Video Comparison Tool Package VideoComparison July 25, 2015 Author Silvia Espinosa, Joaquin Ordieres, Antonio Bello, Jose Maria Perez Maintainer Joaquin Ordieres
Package fastghquad. R topics documented: February 19, 2015
Package fastghquad February 19, 2015 Type Package Title Fast Rcpp implementation of Gauss-Hermite quadrature Version 0.2 Date 2014-08-13 Author Alexander W Blocker Maintainer Fast, numerically-stable Gauss-Hermite
Package bigdata. R topics documented: February 19, 2015
Type Package Title Big Data Analytics Version 0.1 Date 2011-02-12 Author Han Liu, Tuo Zhao Maintainer Han Liu Depends glmnet, Matrix, lattice, Package bigdata February 19, 2015 The
Package EstCRM. July 13, 2015
Version 1.4 Date 2015-7-11 Package EstCRM July 13, 2015 Title Calibrating Parameters for the Samejima's Continuous IRT Model Author Cengiz Zopluoglu Maintainer Cengiz Zopluoglu
Package R4CDISC. September 5, 2015
Type Package Title Read CDISC Data Files Version 0.4 Date 2015-9-5 Depends R (>= 3.0.3, XML Author Package R4CDISC September 5, 2015 Maintainer URL https://github.com/i-akiya/r4cdisc
Package COSINE. February 19, 2015
Type Package Title COndition SpecIfic sub-network Version 2.1 Date 2014-07-09 Author Package COSINE February 19, 2015 Maintainer Depends R (>= 3.1.0), MASS,genalg To identify
Package TSfame. February 15, 2013
Package TSfame February 15, 2013 Version 2012.8-1 Title TSdbi extensions for fame Description TSfame provides a fame interface for TSdbi. Comprehensive examples of all the TS* packages is provided in the
Package wordcloud. R topics documented: February 20, 2015
Package wordcloud February 20, 2015 Type Package Title Word Clouds Version 2.5 Date 2013-04-11 Author Ian Fellows Maintainer Ian Fellows Pretty word clouds. License LGPL-2.1 LazyLoad
Package gazepath. April 1, 2015
Type Package Package gazepath April 1, 2015 Title Gazepath Transforms Eye-Tracking Data into Fixations and Saccades Version 1.0 Date 2015-03-03 Author Daan van Renswoude Maintainer Daan van Renswoude
Package mcmcse. March 25, 2016
Version 1.2-1 Date 2016-03-24 Title Monte Carlo Standard Errors for MCMC Package mcmcse March 25, 2016 Author James M. Flegal , John Hughes and Dootika Vats
Package urltools. October 11, 2015
Type Package Package urltools October 11, 2015 Title Vectorised Tools for URL Handling and Parsing Version 1.3.2 Date 2015-10-09 Author Oliver Keyes [aut, cre], Jay Jacobs [aut, cre], Mark Greenaway [ctb],
Package rivr. October 16, 2015
Type Package Package rivr October 16, 2015 Title Steady and Unsteady Open-Channel Flow Computation Version 1.1 Date 2015-10-15 Author Michael C Koohafkan [aut, cre] Maintainer Michael C Koohafkan
Package obs.agree. February 20, 2015
Package obs.agree February 20, 2015 Type Package Title An R package to assess agreement between observers. Version 1.0 Date 2012-09-25 Author Teresa Henriques, Luis Antunes and Cristina Costa-Santos Maintainer
Package sendmailr. February 20, 2015
Version 1.2-1 Title send email using R Package sendmailr February 20, 2015 Package contains a simple SMTP client which provides a portable solution for sending email, including attachment, from within
Package StockChina. January 30, 2016
Type Package Package StockChina January 30, 2016 Title Real-Time Stock Price & Volume in China Market Version 0.3.1 Date 2016-01-30 Author Xiaodong Deng Maintainer Xiaodong Deng Description
Package hier.part. February 20, 2015. Index 11. Goodness of Fit Measures for a Regression Hierarchy
Version 1.0-4 Date 2013-01-07 Title Hierarchical Partitioning Author Chris Walsh and Ralph Mac Nally Depends gtools Package hier.part February 20, 2015 Variance partition of a multivariate data set Maintainer
Package CIFsmry. July 10, 2016. Index 6
Type Package Package CIFsmry July 10, 2016 Title Weighted summary of cumulative incidence functions Version 1.0.1.1 Date 2013-10-10 Author Jianing Li Maintainer Jianing Li Depends R(>= 3.0.1)
Package translater. R topics documented: February 20, 2015. Type Package
Type Package Package translater February 20, 2015 Title Bindings for the Google and Microsoft Translation APIs Version 1.0 Author Christopher Lucas and Dustin Tingley Maintainer Christopher Lucas
Package cgdsr. August 27, 2015
Type Package Package cgdsr August 27, 2015 Title R-Based API for Accessing the MSKCC Cancer Genomics Data Server (CGDS) Version 1.2.5 Date 2015-08-25 Author Anders Jacobsen Maintainer Augustin Luna
Package pdfetch. R topics documented: July 19, 2015
Package pdfetch July 19, 2015 Imports httr, zoo, xts, XML, lubridate, jsonlite, reshape2 Type Package Title Fetch Economic and Financial Time Series Data from Public Sources Version 0.1.7 Date 2015-07-15
Package dsstatsclient
Maintainer Author Version 4.1.0 License GPL-3 Package dsstatsclient Title DataSHIELD client site stattistical functions August 20, 2015 DataSHIELD client site
Package MFDA. R topics documented: July 2, 2014. Version 1.1-4 Date 2007-10-30 Title Model Based Functional Data Analysis
Version 1.1-4 Date 2007-10-30 Title Model Based Functional Data Analysis Package MFDA July 2, 2014 Author Wenxuan Zhong , Ping Ma Maintainer Wenxuan Zhong
Bayesian Machine Learning (ML): Modeling And Inference in Big Data. Zhuhua Cai Google, Rice University caizhua@gmail.com
Bayesian Machine Learning (ML): Modeling And Inference in Big Data Zhuhua Cai Google Rice University caizhua@gmail.com 1 Syllabus Bayesian ML Concepts (Today) Bayesian ML on MapReduce (Next morning) Bayesian
Package bigrf. February 19, 2015
Version 0.1-11 Date 2014-05-16 Package bigrf February 19, 2015 Title Big Random Forests: Classification and Regression Forests for Large Data Sets Maintainer Aloysius Lim OS_type
Package hazus. February 20, 2015
Package hazus February 20, 2015 Title Damage functions from FEMA's HAZUS software for use in modeling financial losses from natural disasters Damage Functions (DFs), also known as Vulnerability Functions,
Package survpresmooth
Package survpresmooth February 20, 2015 Type Package Title Presmoothed Estimation in Survival Analysis Version 1.1-8 Date 2013-08-30 Author Ignacio Lopez de Ullibarri and Maria Amalia Jacome Maintainer
Package xtal. December 29, 2015
Type Package Title Crystallization Toolset Version 1.15 Date 2015-12-28 Author Maintainer Qingan Sun Package xtal December 29, 2015 This is the tool set for crystallographer to design
Package acrm. R topics documented: February 19, 2015
Package acrm February 19, 2015 Type Package Title Convenience functions for analytical Customer Relationship Management Version 0.1.1 Date 2014-03-28 Imports dummies, randomforest, kernelfactory, ada Author
Package fimport. February 19, 2015
Version 3000.82 Revision 5455 Date 2013-03-15 Package fimport February 19, 2015 Title Rmetrics - Economic and Financial Data Import Author Diethelm Wuertz and many others Depends R (>= 2.13.0), methods,
Package httprequest. R topics documented: February 20, 2015
Version 0.0.10 Date 2014-09-29 Title Basic HTTP Request Author Eryk Witold Wolski, Andreas Westfeld Package httprequest February 20, 2015 Maintainer Andreas Westfeld HTTP
Determine the True Value of Each Marketing Channel
Determine the True Value of Each Marketing Channel Research by Digital Relevance using client data from Jan -Dec 2011 Please feel free to share digital copies of this ebook with your colleagues. You may
Package benford.analysis
Type Package Package benford.analysis November 17, 2015 Title Benford Analysis for Data Validation and Forensic Analytics Version 0.1.3 Author Carlos Cinelli Maintainer Carlos Cinelli
Package LexisPlotR. R topics documented: April 4, 2016. Type Package
Type Package Package LexisPlotR April 4, 2016 Title Plot Lexis Diagrams for Demographic Purposes Version 0.3 Date 2016-04-04 Author [aut, cre], Marieke Smilde-Becker [ctb] Maintainer
Package changepoint. R topics documented: November 9, 2015. Type Package Title Methods for Changepoint Detection Version 2.
Type Package Title Methods for Changepoint Detection Version 2.2 Date 2015-10-23 Package changepoint November 9, 2015 Maintainer Rebecca Killick Implements various mainstream and
Package decompr. August 17, 2016
Version 4.5.0 Title Global-Value-Chain Decomposition Package decompr August 17, 2016 Two global-value-chain decompositions are implemented. Firstly, the Wang-Wei-Zhu (Wang, Wei, and Zhu, 2013) algorithm
Package PRISMA. February 15, 2013
Package PRISMA February 15, 2013 Type Package Title Protocol Inspection and State Machine Analysis Version 0.1-0 Date 2012-10-02 Depends R (>= 2.10), Matrix, gplots, ggplot2 Author Tammo Krueger, Nicole
Package treemap. February 15, 2013
Type Package Title Treemap visualization Version 1.1-1 Date 2012-07-10 Author Martijn Tennekes Package treemap February 15, 2013 Maintainer Martijn Tennekes A treemap is a space-filling
Package dunn.test. January 6, 2016
Version 1.3.2 Date 2016-01-06 Package dunn.test January 6, 2016 Title Dunn's Test of Multiple Comparisons Using Rank Sums Author Alexis Dinno Maintainer Alexis Dinno
Package neuralnet. February 20, 2015
Type Package Title Training of neural networks Version 1.32 Date 2012-09-19 Package neuralnet February 20, 2015 Author Stefan Fritsch, Frauke Guenther , following earlier work
Package BioFTF. February 18, 2016
Version 1.0-0 Date 2016-02-15 Package BioFTF February 18, 2016 Title Biodiversity Assessment Using Functional Tools Author Fabrizio Maturo [aut, cre], Francesca Fortuna [aut], Tonio Di Battista [aut] Maintainer
Package cpm. July 28, 2015
Package cpm July 28, 2015 Title Sequential and Batch Change Detection Using Parametric and Nonparametric Methods Version 2.2 Date 2015-07-09 Depends R (>= 2.15.0), methods Author Gordon J. Ross Maintainer
4 ecommerce challenges solved using analytics
4 ecommerce challenges solved using analytics 4 ecommerce challenges solved using analytics Contents ONE Customer Journey Attribution TWO Valuable Customer Marketing THREE User Flow Analysis (Registration
Package searchconsoler
Title Google Search Console R Client Version 0.2.0 Package searchconsoler April 3, 2016 Provides an interface with the Google Search Console, formally called Google Webmaster Tools. URL https://github.com/markedmondson1234/searchconsoler
Package AMORE. February 19, 2015
Encoding UTF-8 Version 0.2-15 Date 2014-04-10 Title A MORE flexible neural network package Package AMORE February 19, 2015 Author Manuel Castejon Limas, Joaquin B. Ordieres Mere, Ana Gonzalez Marcos, Francisco
Hongshuang (Alice) Li
Hongshuang (Alice) Li Robert H. Smith School of Business College Park, MD 20742 Phone: (301) 275-5824 Fax: (301) 405-0146 E-mail: hli2@rhsmith.umd.edu Education Ph. D. in Marketing, May 2014 (Expected),
The Anatomy of Great Analytics
The Anatomy of Great Analytics Stockholm / 2015-08-26 / Alexander Bergqvist Alexander Bergqvist Sr. Analytics Consultant Klikki AB 7+ years of experience in digital marketing and analytics Twitter: @AlexanderBergq
Package CoImp. February 19, 2015
Title Copula based imputation method Date 2014-03-01 Version 0.2-3 Package CoImp February 19, 2015 Author Francesca Marta Lilja Di Lascio, Simone Giannerini Depends R (>= 2.15.2), methods, copula Imports
Package TRADER. February 10, 2016
Type Package Package TRADER February 10, 2016 Title Tree Ring Analysis of Disturbance Events in R Version 1.2-1 Date 2016-02-10 Author Pavel Fibich , Jan Altman ,
Package ROC632. February 19, 2015
Type Package Package ROC632 February 19, 2015 Title Construction of diagnostic or prognostic scoring system and internal validation of its discriminative capacities based on ROC curve and 0.633+ boostrap
Package uptimerobot. October 22, 2015
Type Package Version 1.0.0 Title Access the UptimeRobot Ping API Package uptimerobot October 22, 2015 Provide a set of wrappers to call all the endpoints of UptimeRobot API which includes various kind
Conversion Attribution and Cross Online Media Effects
Nieuwegracht 32 3512 LS Utrecht The Netherlands T: +31(0)30-231 12 22 F: +31(0)84 752 60 06 www.adlantic.nl info@adlantic.nl Conversion Attribution and Cross Online Media Effects AdLantic Online Advertising
Package HadoopStreaming
Package HadoopStreaming February 19, 2015 Type Package Title Utilities for using R scripts in Hadoop streaming Version 0.2 Date 2009-09-28 Author David S. Rosenberg Maintainer
Package erp.easy. September 26, 2015
Type Package Package erp.easy September 26, 2015 Title Event-Related Potential (ERP) Data Exploration Made Easy Version 0.6.3 A set of user-friendly functions to aid in organizing, plotting and analyzing
How To Teach Math
Mathematics K-12 Mathematics Introduction The Georgia Mathematics Curriculum focuses on actively engaging the students in the development of mathematical understanding by using manipulatives and a variety
Package smoothhr. November 9, 2015
Encoding UTF-8 Type Package Depends R (>= 2.12.0),survival,splines Package smoothhr November 9, 2015 Title Smooth Hazard Ratio Curves Taking a Reference Value Version 1.0.2 Date 2015-10-29 Author Artur
Package sjdbc. R topics documented: February 20, 2015
Package sjdbc February 20, 2015 Version 1.5.0-71 Title JDBC Driver Interface Author TIBCO Software Inc. Maintainer Stephen Kaluzny Provides a database-independent JDBC interface. License
Attribution Playbook
Attribution Playbook Contents Marketing attribution in Google Analytics 4 Plan your approach to attribution 5 Select your attribution models 6 Start modeling in Google Analytics 8 Build customized models
Package plan. R topics documented: February 20, 2015
Package plan February 20, 2015 Version 0.4-2 Date 2013-09-29 Title Tools for project planning Author Maintainer Depends R (>= 0.99) Supports the creation of burndown
Package RCassandra. R topics documented: February 19, 2015. Version 0.1-3 Title R/Cassandra interface
Version 0.1-3 Title R/Cassandra interface Package RCassandra February 19, 2015 Author Simon Urbanek Maintainer Simon Urbanek This packages provides
Package hive. January 10, 2011
Package hive January 10, 2011 Version 0.1-9 Date 2011-01-09 Title Hadoop InteractiVE Description Hadoop InteractiVE, is an R extension facilitating distributed computing via the MapReduce paradigm. It
Package NHEMOtree. February 19, 2015
Type Package Package NHEMOtree February 19, 2015 Title Non-hierarchical evolutionary multi-objective tree learner to perform cost-sensitive classification Depends partykit, emoa, sets, rpart Version 1.0
Package GSA. R topics documented: February 19, 2015
Package GSA February 19, 2015 Title Gene set analysis Version 1.03 Author Brad Efron and R. Tibshirani Description Gene set analysis Maintainer Rob Tibshirani Dependencies impute
Package biganalytics
Package biganalytics February 19, 2015 Version 1.1.1 Date 2012-09-20 Title A library of utilities for big.matrix objects of package bigmemory. Author John W. Emerson and Michael
Package hoarder. June 30, 2015
Type Package Title Information Retrieval for Genetic Datasets Version 0.1 Date 2015-06-29 Author [aut, cre], Anu Sironen [aut] Package hoarder June 30, 2015 Maintainer Depends
Package ERP. December 14, 2015
Type Package Package ERP December 14, 2015 Title Significance Analysis of Event-Related Potentials Data Version 1.1 Date 2015-12-11 Author David Causeur (Agrocampus, Rennes, France) and Ching-Fan Sheu
Package GEOquery. August 18, 2015
Type Package Package GEOquery August 18, 2015 Title Get data from NCBI Gene Expression Omnibus (GEO) Version 2.34.0 Date 2014-09-28 Author Maintainer BugReports
DATA BROUGHT TO YOU BY
DATA BROUGHT TO YOU BY WHY BEING CUSTOMER-CENTRIC MEANS BEING DATA-DRIVEN A CROSS-CHANNEL ANALYSIS OF HOW MULTI-TOUCH ATTRIBUTION CHALLENGES CATEGORY MARKETING NORMS. Changing habits and the rapid rise
Package metafuse. November 7, 2015
Type Package Package metafuse November 7, 2015 Title Fused Lasso Approach in Regression Coefficient Clustering Version 1.0-1 Date 2015-11-06 Author Lu Tang, Peter X.K. Song Maintainer Lu Tang
Package syuzhet. February 22, 2015
Type Package Package syuzhet February 22, 2015 Title Extracts Sentiment and Sentiment-Derived Plot Arcs from Text Version 0.2.0 Date 2015-01-20 Maintainer Matthew Jockers Extracts
Cross Validation techniques in R: A brief overview of some methods, packages, and functions for assessing prediction models.
Cross Validation techniques in R: A brief overview of some methods, packages, and functions for assessing prediction models. Dr. Jon Starkweather, Research and Statistical Support consultant This month
Package ATE. R topics documented: February 19, 2015. Type Package Title Inference for Average Treatment Effects using Covariate. balancing.
Package ATE February 19, 2015 Type Package Title Inference for Average Treatment Effects using Covariate Balancing Version 0.2.0 Date 2015-02-16 Author Asad Haris and Gary Chan
Package png. February 20, 2015
Version 0.1-7 Title Read and write PNG images Package png February 20, 2015 Author Simon Urbanek Maintainer Simon Urbanek Depends R (>= 2.9.0)
Package whisker. R topics documented: February 20, 2015
Package whisker February 20, 2015 Maintainer Edwin de Jonge License GPL-3 Title {{mustache}} for R, logicless templating Type Package LazyLoad yes Author Edwin de Jonge logicless
Package brewdata. R topics documented: February 19, 2015. Type Package
Type Package Package brewdata February 19, 2015 Title Extracting Usable Data from the Grad Cafe Results Search Version 0.4 Date 2015-01-29 Author Nathan Welch Maintainer Nathan Welch
Advanced. Social media conversion attribution
Advanced Social media conversion attribution Myth: Social media ROI is impossible to measure Touch point? The marketing channel that sends traffic in, with the goal to make or assist to a conversion. For
Package ggrepel. February 8, 2016
Version 0.5 Package ggrepel February 8, 2016 Title Repulsive Text and Label Geoms for 'ggplot2' Description Provides text and label geoms for 'ggplot2' that help to avoid overlapping text labels. Labels
Package MDM. February 19, 2015
Type Package Title Multinomial Diversity Model Version 1.3 Date 2013-06-28 Package MDM February 19, 2015 Author Glenn De'ath ; Code for mdm was adapted from multinom in the nnet package
Package dsmodellingclient
Package dsmodellingclient Maintainer Author Version 4.1.0 License GPL-3 August 20, 2015 Title DataSHIELD client site functions for statistical modelling DataSHIELD
DATA ANALYSIS II. Matrix Algorithms
DATA ANALYSIS II Matrix Algorithms Similarity Matrix Given a dataset D = {x i }, i=1,..,n consisting of n points in R d, let A denote the n n symmetric similarity matrix between the points, given as where
Package trimtrees. February 20, 2015
Package trimtrees February 20, 2015 Type Package Title Trimmed opinion pools of trees in a random forest Version 1.2 Date 2014-08-1 Depends R (>= 2.5.0),stats,randomForest,mlbench Author Yael Grushka-Cockayne,
Package RIGHT. March 30, 2015
Type Package Title R Interactive Graphics via HTML Version 0.2.0 Date 2015-03-30 Package RIGHT March 30, 2015 Author ChungHa Sung, TaeJoon Song, JongHyun Bae, SangGi Hong, Jae W. Lee, and Junghoon Lee
Package DiallelAnalysisR
Type Package Title Diallel Analysis with R Version 0.1.1 Package DiallelAnalysisR April 9, 2016 Maintainer Muhammad Yaseen Description Performs Diallel Analysis with R using Griffing's
Reduced echelon form: Add the following conditions to conditions 1, 2, and 3 above:
Section 1.2: Row Reduction and Echelon Forms Echelon form (or row echelon form): 1. All nonzero rows are above any rows of all zeros. 2. Each leading entry (i.e. left most nonzero entry) of a row is in
Package Rdsm. February 19, 2015
Version 2.1.1 Package Rdsm February 19, 2015 Author Maintainer Date 10/01/2014 Title Threads Environment for R Provides a threads-type programming environment
Package mpa. R topics documented: February 15, 2013. Type Package. Title CoWords Method. Version 0.7.3. Date 2011-05-11
Package mpa February 15, 2013 Type Package Title CoWords Method Version 0.7.3 Date 2011-05-11 Author Daniel Hernando Rodriguez & Campo Elias Pardo Maintainer
Traffic Driven Analysis of Cellular Data Networks
Traffic Driven Analysis of Cellular Data Networks Samir R. Das Computer Science Department Stony Brook University Joint work with Utpal Paul, Luis Ortiz (Stony Brook U), Milind Buddhikot, Anand Prabhu
Package HHG. July 14, 2015
Type Package Package HHG July 14, 2015 Title Heller-Heller-Gorfine Tests of Independence and Equality of Distributions Version 1.5.1 Date 2015-07-13 Author Barak Brill & Shachar Kaufman, based in part
Package OECD. R topics documented: January 17, 2016. Type Package Title Search and Extract Data from the OECD Version 0.2.
Type Package Title Search and Extract Data from the OECD Version 0.2.2 Date 2016-01-17 Package OECD January 17, 2016 Search and extract data from the OECD. License CC0 URL https://www.github.com/expersso/oecd
Package DDIwR. R topics documented: February 19, 2015. Version 0.2-0 Date 2014-10-02 Title DDI with R Depends R (>= 3.1.0) Imports XML, foreign
Version 0.2-0 Date 2014-10-02 Title DDI with R Depends R (>= 3.1.0 Imports XML, foreign Package DDIwR February 19, 2015 Description This package provides useful functions for various DDI (Data Documentation