[HTML][HTML] Export sales forecasting using artificial intelligence

V Sohrabpour, P Oghazi, R Toorajipour… - … Forecasting and Social …, 2021 - Elsevier
Sales forecasting is important in production and supply chain management. It affects firms'
planning, strategy, marketing, logistics, warehousing and resource management. While …

[图书][B] ifo Handbuch der Konjunkturumfragen

S Sauer, K Wohlrabe - 2020 - econstor.eu
Das vorliegende Handbuch soll einen Überblick über die Befragungen des ifo Instituts
sowie die daraus resultierenden Konjunkturindikatoren und deren Verwendung für die …

Forecasting GDP all over the world using leading indicators based on comprehensive survey data

J Garnitz, R Lehmann, K Wohlrabe - Applied Economics, 2019 - Taylor & Francis
Comprehensive and international comparable leading indicators across countries and
continents are rare. In this paper, we use a free and instantaneous available source of …

Forecasting imports with information from abroad

C Grimme, R Lehmann, M Noeller - Economic Modelling, 2021 - Elsevier
Globalization has led to huge increases in import volumes. Since imports fluctuate heavily
over time, they are difficult to forecast and reliable leading indicators are needed. Our paper …

Using survey data to forecast real activity with evolutionary algorithms. A cross-country analysis

O Claveria, E Monte, S Torra - Journal of Applied Economics, 2017 - Elsevier
In this study we use survey expectations about a wide range of economic variables to
forecast real activity. We propose an empirical approach to derive mathematical functional …

Forecasting employment in Europe: Are survey results helpful?

R Lehmann, A Weyh - Journal of Business Cycle Research, 2016 - Springer
In this paper we evaluate the forecasting performance of employment expectations for
employment growth in 15 European states. Our data cover the period from the first quarter …

PMIs: Reliable indicators for exports?

S Hanslin Grossmann… - Review of International …, 2019 - Wiley Online Library
Foreign economic activity is a major determinant of export developments. However, foreign
GDP figures are published too late to be useful for short‐term forecasting. This paper …

Online News-Based Economic Sentiment Index

N Kang, D Min, Y Cho, DW Ko, HH Kim… - … Transactions on Big …, 2024 - ieeexplore.ieee.org
The accurate prediction of industry trends has become increasingly challenging because of
unforeseen events. To address this challenge, this study proposes a deep learning …

A nonparametric evaluation of the optimality of German export and import growth forecasts under flexible loss

C Behrens - Economies, 2019 - mdpi.com
This study contributes to research on the nonparametric evaluation of German trade
forecasts. To this end, I compute random classification and regression forests to analyze the …

Evaluating the joint efficiency of German trade forecasts-a nonparametric multivariate approach

C Behrens - Applied Economics, 2020 - Taylor & Francis
ABSTRACT I analyse the joint efficiency of export and import forecasts by leading economic
research institutes for the years 1970 to 2017 for Germany in a multivariate setting. To this …