Publications by Samah
Communication Taxonomy, v1
We are interested in exploring referential games with different numbers of participants and incentive structures, with the goal of mapping some of these onto socially important situations like teaching or negotiation. Thus, we attempt to develop a semi-formal taxonomy of the space of such games in the hopes of conducting analyses and experiments ...
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peekbank explorations
Preliminaries and data loading library(peekbankr) library(tidyverse) library(lme4) ## Loading required package: Matrix ## ## Attaching package: 'Matrix' ## The following objects are masked from 'package:tidyr': ## ## expand, pack, unpack library(lmerTest) ## ## Attaching package: 'lmerTest' ## The following object is masked from 'package:l...
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Peekbank curves
library(peekbankr) library(lme4) ## Loading required package: Matrix library(tictoc) library(langcog) ## ## Attaching package: 'langcog' ## The following object is masked from 'package:base': ## ## scale library(here) ## here() starts at /Users/mcfrank/Projects/peekbank/peekbank-paper library(tictoc) library(broom) library(tidyverse) knitr...
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Peekbank RTs
Preliminaries and data loading library(peekbankr) library(tidyverse) library(lme4) ## Loading required package: Matrix ## ## Attaching package: 'Matrix' ## The following objects are masked from 'package:tidyr': ## ## expand, pack, unpack library(lmerTest) ## ## Attaching package: 'lmerTest' ## The following object is masked from 'package:l...
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Trial summaries with ICCS
This markdown documents a new way of thinking about modeling variation in LWL data. The idea is to try to: extract a summary statistic for each trial model these summaries with LMMs of various types The trouble is, what’s the right summary statistic? It might be that there’s not just one! But let’s assume there is one and we just need to ...
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Survey weights in brms with quantile regression
Load required libraries. library(wordbankr) library(langcog) library(tidyverse) library(brms) library(forcats) library(survey) theme_set(theme_mikabr()) font <- theme_mikabr()$text$family Read in Virginia’s temp data from SPSS. Something is funky with webcdi, there are some kids with very high vocab. ws <- haven::read_sav("data/Web_WS_2007normi...
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Peekbank trial accuracy models
Our goal here is to model trial-level variation in accuracy for familiar word recognition across all the experiments in Peekbank. Let’s move forward with ALL THE DATA (tm). Window will be something like 500 – 4000 based on the above analysis (which is at best incomplete and at worst…). df <- d_trial |> filter(t_norm > 500, t_norm < 4000...
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Online MA interim report
Preliminaries and data prep Meta-analysis inclusion spreadsheet at Data file at https://docs.google.com/spreadsheets/d/1OIrWIsqjuXVBQYdu90AjJ9b–15GfwTjwvqtOhq11oo/edit#gid=0 library(tidyverse) ## Warning: package 'tidyr' was built under R version 4.1.2 ## Warning: package 'readr' was built under R version 4.1.2 ## Warning: package 'dplyr' was b...
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