Publications by Rebecca Luttinen
Modeling global acute malnutrition admissions for 6-59 month old children considering climate and confict patterns
Modeling global acute malnutrition admissions considering climate patterns Author R.Luttinen 1.) Protocol Acute Malnutrition in Kenya Our outcome is the total count of global acute malnutrition admissions in IMAM facilities in a given year month from January 2012- December 2024 Climate We source rainfall and temperature data from the climate ha...
2829 sym Python (122605 sym/74 pcs) 32 img
SVI, MM & NMF analysis
causalinferenceproject 1. Load Libraries library(tidyverse) library(dplyr) library(tidycensus) library(tmap) library(stringr) library(mediation) library(hdmed) 2. Load Fertility Data #load fertility data here #2010 data is weird #t2010new <- read_csv("t2010new") #t2010new <- t2010new %>% select(FIPScode,n) #2011 data is weird #t201...
680 sym Python (54170 sym/94 pcs) 20 img 1 tbl
Luttinen longitudinal chapter
SDA analysis PMA 2020-2022 Uganda data #upload IPUMS extract library(ipumsr) library(tidyverse) Warning: package 'tidyverse' was built under R version 4.4.2 ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ✔ dplyr 1.1.4 ✔ readr 2.1.5 ✔...
294 sym Python (60271 sym/92 pcs) 5 tbl
Multigenerational Household Estimates (CPS data)
Multigenerational household estimates Author R. Luttinen #read in data from IPUMS library(ipumsr) library(tidyverse) ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ✔ dplyr 1.1.4 ✔ readr 2.1.5 ✔ forcats 1.0.0 ✔ stringr 1.5....
227 sym Python (37553 sym/63 pcs)
2021 &2022 CPS multigen analysis
Multigenerational household estimates Author R. Luttinen #read in data from IPUMS library(ipumsr) library(tidyverse) ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ✔ dplyr 1.1.4 ✔ readr 2.1.5 ✔ forcats 1.0.0 ✔ stringr 1.5....
161 sym Python (26580 sym/33 pcs)
Multigenerational Households
Multigenerational household estimates Author R. Luttinen #read in data from IPUMS library(ipumsr) library(tidyverse) ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ✔ dplyr 1.1.4 ✔ readr 2.1.5 ✔ forcats 1.0.0 ✔ stringr 1.5....
161 sym Python (26055 sym/33 pcs)
Causal inference HW 4
Causal Inference HW 4 Author R Lutinen Part 1, Q1 library(haven) #read in Angirst (2009) paper data MDVE <- read_dta("C:/Users/rlutt/Downloads/Angrist (2009)MDVE.dta") #a.) determine compliance rates in the experiment library(janitor) Attaching package: 'janitor' The following objects are masked from 'package:stats': chisq.test,...
295 sym Python (33119 sym/69 pcs) 2 img 1 tbl
Luttinen Causal Inference Midterm
Part III Analysis Implementation #read in data library(haven) EITC <- read_dta("C:/Users/rlutt/Downloads/eitcRR-1.dta") The original import is 13746 observations of 10 variables. There are multiple observations for each state, varyng by tax year. The summary table shows the distribution of tax year: 1991- 1996, which range from being 15%-19% ...
5492 sym R (9977 sym/88 pcs) 1 img 1 tbl
HW 3 Causal Inference
Differences- in - Differences #read in data library(readr) dlaw_event <- read_csv("C:/Users/rlutt/Downloads/dlaw_event.csv") ## Rows: 1617 Columns: 11 ## ── Column specification ──────────────────────────────────────────────────────�...
9562 sym R (9418 sym/21 pcs) 3 img
Causal Inference HW 2- Mediation and Moderation Analysis
##Mediation and Moderation HW 2 #import data library(readr) library(knitr) stress <- read_csv("C:/Users/rlutt/Downloads/stress_withdraw.csv") ## Rows: 262 Columns: 7 ## ── Column specification ─────────────────────────────────────────────────�...
8152 sym R (6985 sym/37 pcs) 4 img 3 tbl