Quantitative Applications in the Social Sciences

By C. Levine. 2006

2,402 citations recorded by the source corpus.

Subfields: Management Science and Operations Research

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In Management Science and Operations Research

Citations in the corpus

Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI (2019, neutral): “Most authors agree on the different techniques used to analyze and express the soundness of LR [174, 175, 176, 177], including the overall model evaluation, statistical tests of individual predictors, goodness-of-fit statistics and validation of the predicted probabilities.”
“This sentence is wrong.” Detecting errors in machine-translated sentences (2011, methodology): “…were to be learnt on large data sets (described in Section 4) by standard machine learning algorithms (Section 2) such as Support Vector Machines (Cortes and Vapnik, 1995), Neural Networks (Fausett, 1994), Logistic Regression (Menard, 2002) or Partial Least Squares Regression (Tobias, 1995).”
Low-drift and real-time lidar odometry and mapping (2017, methodology): “The nonlinear optimization is solved again by the LevenbergMarquardt method (Hartley and Zisserman 2004) adapted to robust fitting (Andersen 2008), and then Q̄k is registered on the map.”
Graphical Models for Inference with Missing Data (2013, methodology): “ML is often used in conjunction with imputation methods which in layman terms, substitutes a reasonable guess for each missing value [1].”
Student evaluation of teaching quality in higher education: development of an instrument based on 10 Likert‐scales (2007, background): “…scaling techniques (1) the validity increases, (2) the reliability of the data increases, (3) the measurement level rises (ordinal instead of categorical) and (4) the communication of the results remains comprehensible (see amongst others Swanborn, 1982; Bourque & Clarke, 1994; Spector, 1994).”
Genotypic diversity and patterns of variation in a germplasm material of Ethiopian mustard (Brassica carinata A. Braun) (2002, background): “Cluster and principal component analyses are the most frequently used methods to analyse diversity between populations (Bhatt 1970; Lee and Kaltsikes 1973; Sneath and Sokal 1973; Pimentel 1979; Arunachalam 1981; Aldenderfer and Blashfield 1984).”
Private supplementary tutoring among primary students in Bangladesh (2008, methodology): “As the dependent variable was dichotomous in nature (having incidence of private tutor or not), binary logistic regression analysis was considered to be suitable (Menard 1995; Hosmer and Leweshow 1989).”
Why Turnover Matters in Self-Managing Work Teams: Learning, Social Integration, and Task Flexibility (2010, background): “By controlling for process or performance at an earlier point in time, we are essentially examining the relationship between team turnover and changes in process and performance between t1 and t2 (Finkel, 1995).”
Engaging with Natural Beauty May Be Related to Well-Being Because It Connects People to Nature: Evidence from Three Cultures (2017, neutral): “20, suggesting that multicollinearity is not an issue (Menard, 1995).”
Network Embeddedness and the Exploration of Novel Technologies: Technological Distance, Betweenness Centrality and Density (2008, neutral): “This variable is “calculated as the number of all ties occurring in the matrix divided by the number of all possible ties” (Knoke and Kuklinski, 1982).”
Ethical leadership and trust: It's all about meeting expectations (2009, positive): “To assess the relationship between the various ethical leadership behaviors and trust, the categorical ethical leader behavior variables were therefore dummy coded (cf. Allison, 1999; Field, 2005; Hardy, 1993).”