gaurav soodoku

Personality Change

Personality psychology reports "moderate stability" of traits across adulthood, but what does this mean for individuals? We simulated how likely someone is to obtain similar Big Five personality test results over a 30-year span, critically accounting for measurement error.

Method: We generated 10,000 individuals with Big Five traits following a multivariate normal distribution with empirical intercorrelations (e.g., Neuroticism with Extraversion: -0.22). We modeled personality at Time 2 using the test-retest formula: New_Score = Old_Score × r + error × √(1-r²), adding measurement error (reliability = 0.82, per Gnambs 2014) at both time points. We defined "meaningful change" as shifts exceeding 0.5 standard deviations. Crucially, we established a baseline scenario with perfect stability (r=1.0) to isolate measurement error effects, finding that 33% appear to change due to measurement error alone. We then examined: Soldz & Vaillant's (1999) 30-year correlations (E: 0.19, N: 0.20, O: 0.3

To go with Andrew's https://statmodeling.stat.columbia.edu/2017/05/19/continuous-hinge-function-bayesian-modeling/

Also includes alternate smoothers outside of logistic.

Used Claude (but verified).

Scraping the abstracts for the discussion papers by i4replication.org.

RQ Boot to Latex

ModelSummary and Stargazer fail when RQ s.e. calculation fails

stargazer(m_demo_int_qr)
Error in base::backsolve(r, x, k = k, upper.tri = upper.tri, transpose = transpose,  : 
  singular matrix in 'backsolve'. First zero in diagonal [13]

page	क्र ० सं ०	जाति	आंकड़ा	प्रतिशत ( % )
0	1	अघोरी	9039	0.0069 %
0	2	अदरखी	30857	0.0236 %
0	3	अबदल	11433	0.0087 %
0	4	अमात	285221	0.2182 %
0	5	अवध बनिया	41643	0.0319 %
0	6	असुर , अगरिया	7706	0.0059 %
0	7	इदरीसी या दर्जी ( मुस्लिम )	329661	0.2522 %
0	8	ईटफरोश / ईटाफरोश / गदहेड़ी / ईटपज इब्राहिमी ( मुस्लिम )	9462	0.0072 %
0	9	इसाई धर्मावलंबी ( हरिजन )	9708	0.0074 %

Hey 👋, this is a gist which stores the final bundle results of the bundlejs api, learn more on the website https://bundlejs.com. This is the result of https://deno.bundlejs.com/?q=remark-stringify.

	# -- coding: utf-8 --
	"""sentiment_ribeiro_style_checklist.ipynb

	Automatically generated by Colab.

	Original file is located at
	https://colab.research.google.com/drive/1uyBg9-sidauCSSO6dcztl552HVSAgkUJ
	"""

	"""

	State,Name,Party,Rel.,Prior Exp.,Education,Year in,Born,Top College,R Top Coll.,D Top Coll.,Ad. Degree,R ,D
	Alabama ,Richard Shelby ,Republican ,Presbyterian ,"U.S. House, Alabama Senate ","Alabama (BA, JD) ",1987,1934,,0,0,1,1,0
	Alabama ,"Sessions, JeffJeff Sessions ",Republican ,Methodist ,Alabama Attorney General ,"Huntingdon College, University of Alabama ",1997,1946,,0,0,1,1,0
	Alaska ,"Murkowski, LisaLisa Murkowski ",Republican ,Roman Catholic ,Alaska House of Representatives ,"Georgetown, Willamette ",2002,1957,,0,0,1,1,0
	Alaska ,"Begich, MarkMark Begich ",Democratic ,Roman Catholic ,Mayor of Anchorage ,University of Alaska Anchorage (attended) ,2009,1962,,0,0,,0,0
	Arizona ,"McCain, JohnJohn McCain ",Republican ,Baptist[1] ,"U.S. House, military ",U.S. Naval Academy[2] ,1987,1936,,0,0,1,1,0
	Arizona ,"Kyl, JonJon Kyl ",Republican ,Presbyterian ,U.S. House ,"Arizona (BA, JD) ",1995,1942,,0,0,1,1,0
	Arkansas ,"Lincoln, BlancheBlanche Lincoln ",Democratic ,Episcopalian ,U.S. House ,"Randolph-Macon Women\'s C