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Analyzing the interplay of industrial growth, energy use, and employment in Turkiye : a least squares approach

Huseynli, Nigar; Comoglu, Gözde Kandemir - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015563951

Forecasting software development costs in scrum iterations using ordinary least squares method

Kharchenko, Kostyantyn; Beznosyk, Oleksandr; Bulakh, Bogdan - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015078647

Heterogeneous effects and the interpretation of OLS coefficient movements

Weinhardt, Felix - 2026

Applied researchers commonly interpret coefficient movements across OLS and difference-in-differences specifications with varying controls as evidence of bias reduction or improved identification. This note shows that such interpretations generally fail under heterogeneous treatment effects. In...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015634009

A least-squares filter for sequence-space models

Dinis Rigato, Rodolfo - 2026

Sequence-space models are becoming increasingly popular in macroeconomics, especially in the heterogeneous-agent literature. However, the econometric toolkit for users of these models remains less developed than that available for traditional state-space methods. This note introduces an...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015606824

The water-energy nexus in the Saudi agriculture sector : demand forecasts and policy implications

Javid, Muhammad; Elshurafa, Amro - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015611082

Economies of scale to consumption in collective households

Hsieh, Hsin-Yuan; Lewbel, Arthur; Pendakur, Krishna - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015591989

Continuous-time impulse response functions with functional approaches and mixed-frequency data

Doz, Catherine; Ferrara, Laurent; Simoni, Anna - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015644073

When cointegration misleads : regional evidence on the determinants of housing prices in China

Gao, Liping; Gueye, Ghislain Nono; Kim, Hyeongwoo; Son, … - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015641821

Parity regression estimation

Asimit, Vali; Chen, Ziwei; Ichim, Bogdan; Millossovich, … - 2026

Multiple linear regression remains a foundational predictive methodology across a broad range of applications. We propose a novel regression framework that, rather than minimising the aggregate prediction error associated with the dependent variable, explicitly distributes the risk evenly across...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015640354

The impact of Big Data Analytics on firm sustainable performance

Ertz, Myriam; Latrous, Imen; Dakhlaoui, Ahlem; Sun, Shouheng - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015333319

Quantifying the internal validity of weighted estimands

Poirier, Alexandre; Słoczyński, Tymon - 2025

In this paper we study a class of weighted estimands, which we define as parameters that can be expressed as weighted averages of the underlying heterogeneous treatment effects. The popular ordinary least squares (OLS), two-stage least squares (2SLS), and two-way fixed effects (TWFE) estimands...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015358999

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Quantifying the internal validity of weighted estimands

Poirier, Alexandre; Słoczyński, Tymon - 2025

Book / Working Paper

A consumption-based approach to trace the effects of income inequality on water pollution responsibility in Egypt : an internal grey water footprint perspective

Wahba, Shimaa M. - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015178006

Special issue editorial : advanced partial least squares structural equation modeling (PLS-SEM) applications in business research

Gudergan, Siegfried; Moisescu, Ovidiu Ioan; Radomir, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015159453

Improving consumer awareness for reducing food waste using partial least squares structural equation modelling (PLS-SEM) approach

Jahan, Ismat; Kamal, Kazi Tamzid; Bhattacharjee, Prattusha - 2025

Food waste (FW) has become a major concern in the global era, which is affecting the societal environment and economy consistently. Rising population and urbanization have increased food production and consumption, especially in developing countries like Bangladesh. Due to limited recycling and...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015456011

Exploring latent dimensions of in situ urbanization in northern rural Kazakhstan through structural equation modeling

Zhenskhan, Darima; Alipbeki, Onggarbek; Lim, Song-soo; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015462384

Immigrant special visas and local employment : evidence from South African

Madzudzo, Valentine; Fintel, Dieter von; Nchake, Mamello - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015442017

Estimating a function and its derivatives under a smoothness condition

Lim, Eunji - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015444097

Cointegrating polynomial regressions : robustness of fully modified OLS

Stypka, Oliver; Wagner, Martin; Grabarczyk, Peter; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015449574

Determinants of firm performance : how to choose the best model among panel data models?

Yousaf, Muhammad - 2025

The study aims to examine the determinants that affect the firm's performance in the service industries. Moreover, the study examines step-by-step how to choose the best model among the various panel data models.After employing the secondary data of the service industry firms from the CRIBIS...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015526495

Estimator of what? : a note on teaching regressions in introductory econometrics

Goel, Deepti - 2025

The most widely used textbooks on Introductory Econometrics conflate three distinct population parameters: the population regression function (PRF), the conditional expectation function (CEF), and the causal effect. They also incorrectly suggest, and sometimes state, that the Conditional Mean...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015438519

The impact of foreign direct investment on economic development in South Asia and Southeastern Asia

Chizema, Darlington - 2025

This study examines the impact of inward foreign direct investment (FDI) on economic growth in South and Southeast Asia from 2006 to 2022, using a comprehensive panel dataset and multiple econometric techniques. The baseline estimation employs Feasible Generalized Least Squares (FGLS), with...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015439395

The banking sector's assets in Romania : developments over the past decade and mid-run prospects

Rădulescu, Andrei - 2025

The total assets of the banking sector in Romania increased significantly over the past decade, from RON 364.1 billion at the end of 2014 to RON 881.7 billion at the end of 2024, according to the statistics of the National Bank of Romania (NBR). This evolution was supported by several factors,...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015440619

Firm characteristics of two-way traders : evidence from Probit vs. Kernel-Regularized Least Squares regressions

Wagner, Joachim - 2025 - This version: May 23, 2025

Firm characteristics in empirical models for margins of international trade usually enter these models in linear form. If non-linearities do matter and are ignored this leads to biased results. Researchers, however, can never be sure that all possible non-linear relationships are taken care of....

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015407786

Electricity consumption and industrial outputs in economic community of West African states countries : evidence from a panel dynamic ordinary least squares and granger causality

Aderemi, Timothy Ayomitunde; Sikwela, Misery M. - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015418760

Firm characteristics and survival in times of COVID 19 : first evidence from Kernel Regularized Least Squares regressions

Wagner, Joachim - 2025 - This version: June 13, 2025

This paper uses firm level data from the World Bank Enterprise surveys conducted in 2019 and from the COVID-19 follow-up surveys conducted in 2020 in eight European countries to investigate the link between firm characteristics before the pandemic and firm survival until 2020. For the first time...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015422696

Linear regression with weak exogeneity

Mikusheva, Anna; Sølvsten, Mikkel - 2025

This paper studies linear time‐series regressions with many regressors. Weak exogeneity is the most used identifying assumption in time series. Weak exogeneity requires the structural error to have zero conditional expectation given present and past regressor values, allowing errors to...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015423082

Analyzing liability structure in shaping financial performance : a study of Indonesian pharmaceutical companies from 2013 to 2023

Muhklis, Imam; Cahayati, Nila; Hakim, Rachman; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015625799

Predicting entrepreneurial innovation in Ethiopia : a PLS-SEM analysis of prospective engineers' intentions

Gelaw, Mulatu Tilahun; Atanaw, Eshetie Berhan; Dadi, … - 2025

Existing research has overlooked predictors of entrepreneurial innovation intention among engineering students in developing countries like Ethiopia. This study aimed to address this gap by investigating the predictors of intention to undertake entrepreneurial innovation (ItoEI) among 322...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015626510

Estimating efficiency effects in a stochastic frontier model with heteroskedastic errors

Shankar, Sriram - 2025

In this paper, we introduce a stochastic frontier model that incorporates efficiency effects and a heteroskedastic error structure. The mean efficiency is specified by a logistic function of the effects variables and the distribution for the one-sided random variable representing inefficiency is...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015626691

OLS with heterogeneous coefficients

Mittag, Nikolas - 2025

Regressors often have heterogeneous effects in the social sciences, implying unit-specific slopes. OLS is frequently applied to these correlated coefficient models. I first show that without restrictions on the relation between slopes and regressors, OLS estimates can take any value including...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015374146

The role of schooling in human capital production functions : estimation challenges and insights

Murillo Huertas, Inés P.; Raymond, Josep Lluís - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015546634

Dissecting the heterogeneity of China's regional housing markets

Gao, Liping; Gueye, Ghislain Nono; Kim, Hyeongwoo; Son, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015548948

When cointegration misleads : regional evidence on housing price determinants in China

Gao, Liping; Gueye, Ghislain Nono; Kim, Hyeongwoo; Son, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015548969

Understanding IV versus OLS estimates of treatment effects and the coefficient difference check

Bjerk, David - 2025

This article derives an equation characterizing the difference between OLS and IV coefficients under potentially heterogenous treatment effects. This leads to what I call the Coefficient Difference Check, which consists of checking that the difference between the estimated OLS and IV...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015549677

Environmental degradation, renewable energy, technological innovation, and foreign direct investment as determinants of tourism development in Tunisia : an Autoregressive Distributed Lag-Fully Modified Ordinary Least Squares analysis

Zaghdoud, Oussama - 2025

This study examines how tourism development in Tunisia responds to environmental degradation, renewable energy consumption, technological innovation, and foreign direct investment. Using annual data for 1990-2023, we apply the Autoregressive Distributed Lag (ARDL) bounds approach to identify...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015553017

Exploring poverty and SDG indicators in Italy : an identity spline approach to partial least squares regression

Lombardo, Rosaria; Durand, Jean-François; … - 2025

Poverty is a complex global issue, closely linked to economic and social inequalities. It encompasses not only a lack of financial resources but also disparities in access to education, healthcare, employment, and social participation. In alignment with the United Nations' Sustainable...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015562153

Attention-seeking strategies : an investigation of sexual assault organizations' communication tactics on Twitter

Xue, Jia; Shi, Hong; Zhang, Qiaoru; Fan, Jingchuan; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015575517

Least trimmed squares : cointegration and outliers

Berenguer-Rico, Vanessa; Nielsen, Bent - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015575753

Precision least squares : estimation and inference in high-dimensions

Margaritella, Luca; Sessinou, Rosnel - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015534478

Estimating the impact of NABE member characteristics on compensation using quantile regression

Ruby, Lilianna - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015651368

A Bitcoin price prediction model assuming oscillatory growth and lengthening cycles

Wang, Guizhou; Hausken, Kjell - 2022

This article’s motivation is to understand the volatile Bitcoin price increase. The objective is to develop price estimation methods. The methodology is to present five differential equation models estimated against the 23 July 2010-21 June 2021 Bitcoin data. The findings are that Gompertz...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013435733

The shortcomings of equal weights estimation and the composite equivalence index in PLS-SEM

Hair, Joseph F.; Sharma, Pratyush Nidhi; Sarstedt, Marko; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015198449

Going beyond the untold facts in PLS-SEM and moving forward

Hair, Joseph F.; Sarstedt, Marko; Ringle, Christian M.; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015198459

Random effects panel data models with known heteroskedasticity

Schäper, Julius; Winkelmann, Rainer - 2024 - Revised version, September 2024

The paper considers two estimators for the linear random effects panel data model with known heteroskedasticity. Examples where heteroskedasticity can be treated as given include panel regression with averaged data, meta regression and the linear probability model. While one estimator builds on...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015062188

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