Download or read book Forecasting Business and Consumer Surveys Indicators A Time Series Models Competition written by Rosina Moreno and published by . This book was released on 2008 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: The objective of this paper is to compare different time series methods for the short-run forecasting of Business and Consumer Survey Indicators. We consider all available data taken from the Business and Consumer Survey Indicators for the Euro area between 1985 and 2002. The main results of the forecast competition are offered not only for raw data but we also consider the effects of seasonality and removing outliers on forecast accuracy. In most cases the univariate autoregressions were not outperformed by the other methods. As for the effect of seasonal adjustment methods and the use of data from which outliers have been removed, we obtain that the use of raw data has little effect on forecast accuracy. The forecasting performance of qualitative indicators is important since enlarging the observed time series of these indicators with forecast intervals may help in interpreting and assessing the implications of the current situation and can be used as an input in quantitative for
Download or read book Forecasting Business Surveys Indicators written by Oscar Claveria and published by . This book was released on 2014 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this paper is to compare different forecasting methods for the short run forecasting of Business Survey Indicators. We compare the forecasting accuracy of Artificial Neural Networks (ANN) vs. three different time series models: autoregressions (AR), autoregressive integrated moving average (ARIMA) and self-exciting threshold autoregressions (SETAR). We consider all the indicators of the question related to a country's general situation regarding overall economy, capital expenditures and private consumption (present judgement, compared to same time last year, expected situation by the end of the next six months) of the World Economic Survey (WES) carried out by the Ifo Institute for Economic Research in co-operation with the International Chamber of Commerce. The forecast competition is undertaken for fourteen countries of the European Union. The main results of the forecast competition are offered for raw data for the period ranging from 1989 to 2008, using the last eight quarters for comparing the forecasting accuracy of the different techniques. ANN and ARIMA models outperform SETAR and AR models. Enlarging the observed time series of Business Survey Indicators is of utmost importance in order of assessing the implications of the current situation and its use as input in quantitative forecast models.
Download or read book Business Tendency Surveys A Handbook written by OECD and published by OECD Publishing. This book was released on 2003-03-20 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is a practical manual on the design and implementation of business tendency surveys, which ask company managers about the current situation of their business and about their plans and expectations for the future.
Download or read book Business Cycles Indicators and Forecasting written by James H. Stock and published by University of Chicago Press. This book was released on 2008-04-15 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: The inability of forecasters to predict accurately the 1990-1991 recession emphasizes the need for better ways for charting the course of the economy. In this volume, leading economists examine forecasting techniques developed over the past ten years, compare their performance to traditional econometric models, and discuss new methods for forecasting and time series analysis.
Download or read book Leading Economic Indicators written by Kajal Lahiri and published by Cambridge University Press. This book was released on 1991 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed fifty years ago by the National Bureau of Economic Research, the analytic methods of business cycles and economic indicators enable economists to forecast economic trends by examining the repetitive sequences that occur in business cycles. The methodology has proven to be an inexpensive and useful tool that is now used extensively throughout the world. In recent years, however, significant new developments have emerged in the field of business cycles and economic indicators. This volume contains twenty-two articles by international experts who are working with new and innovative approaches to indicator research. They cover advances in three broad areas of research: the use of new developments in economic theory and time-series analysis to rationalise existing systems of indicators; more appropriate methods to evaluate the forecasting records of leading indicators, particularly of turning point probability; and the development of new indicators.
Download or read book In Search of Economic Indicators written by W.H. Strigel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: The object of this collection of essays is to acquaint the English speaking reader with the work of the IFO Institute for Economic Re search, tlunich, in the field of business cycle surveys. These written surveys of about 10,000 businessmen in the West German economy collect information which is not otherwise contained in the official statis tics. The information in question primarily involves entrepreneurial judgements and anticipations (plans and expectations). These variables have proved to be very useful for economic diagnosis and prognosis. In the meantime, the survey methods developed by the IFO Institute have been adopted by 16 different countries throughout the world. The monthly business cycle surveys carried out by the EEC Commission, Brussels, in the industries of the member countries are also based to a large extent on the IFO methods. This is the first publication in English to furnish a comprehensive review of the IFO survey technique and the possibilities of utilization of this survey method in business cycle research. Efforts to develop new economic indicators on the basis of judgement and anticipation data have not yet terminated; many theoretical and methodical questions have still to be answered, and perhaps many have yet to be posed. Accordingly, the following collection of ten essays is not a final stock-taking but an interim report on several paths taken by the IFO Institute in its search for economic indicators. Possibly, some of these will later prove to have been a roundabout way.
Download or read book Business Cycles written by Victor Zarnowitz and published by University of Chicago Press. This book was released on 2007-11-01 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the most complete collection available of the work of Victor Zarnowitz, a leader in the study of business cycles, growth, inflation, and forecasting.. With characteristic insight, Zarnowitz examines theories of the business cycle, including Keynesian and monetary theories and more recent rational expectation and real business cycle theories. He also measures trends and cycles in economic activity; evaluates the performance of leading indicators and their composite measures; surveys forecasting tools and performance of business and academic economists; discusses historical changes in the nature and sources of business cycles; and analyzes how successfully forecasting firms and economists predict such key economic variables as interest rates and inflation.
Download or read book Use of Survey Data for Industry Research and Economic Policy written by Karl Heinrich Oppenlander and published by Routledge. This book was released on 2018-02-06 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title was first published in 2000: This text offers a comprehensive collection of selected papers from the 24th Centre for International Research on Economic Tendency Surveys (CIRET) conference. Areas selected include leading indicators and turning points, classifications of business cycles, survey data and policy decisions, attitudes and behaviour of firms, and economic forecasting. The text aims to be of interest to all those concerned with the use of business and consumer surveys in a global context.
Download or read book Assessing the Business Outlook Survey Indicator Using Real time Data written by Lise Pichette and published by . This book was released on 2017 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Every quarter, the Bank of Canada conducts quarterly consultations with businesses across Canada, referred to as the Business Outlook Survey (BOS). A principal-component analysis conducted by Pichette and Rennison (2011) led to the development of the BOS indicator, which summarizes survey results and is used by the Bank as a gauge of overall business sentiment. In this paper, we examine whether data vintages matter when assessing the predictive content of the BOS indicator and individual BOS questions and whether the BOS is a better indicator of revised or unrevised macroeconomic data. As an indicator of business sentiment in the context of monetary policy, the reliability of the BOS is essential, and it is crucial to understand whether the signals it sends are best interpreted for early-released or revised data. For this purpose, we use different methods of forecasting that take into account the real-time perspective of the data. Results from the different methods show that the BOS content is informative regardless of data revisions. However, in real time, the BOS indicator and individual BOS questions are found to produce better nowcasts of first-released data or partially revised data than of latest-available data. This is particularly important in the case of growth in real business investment. In fact, because revisions to real business investment are more volatile than revisions to real gross domestic product (GDP), the choice of data vintages when assessing the ability of the BOS to forecast growth appears to be more important for real business investment than for real GDP"--Abstract, p. ii.
Download or read book Business Cycle Analysis by Means of Economic Surveys written by Karl Heinrich Oppenländer and published by Ashgate Publishing. This book was released on 1992 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the second part of a work on business cycle analysis through economic surveys. It examines the stability of leading indicators, the measurement of innovation activities by surveys, consumer surveys, the impact of inflation on business behaviour and new survey activities.
Download or read book How to Forecast Business Trends written by Heinz Luedicke and published by . This book was released on 1954 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Handbook of Survey Based Business Cycle Analysis written by Georg Goldrian and published by Edward Elgar Publishing. This book was released on 2007-01-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook aims to provide an overview of regular survey activities, as well as to show how survey results can be used scientifically in the context of business-cycle analysis and forecasting. - Examples of various business surveys are described in detail, starting with their objectives, the questions they pose, how they are weighted and extrapolated and the representativeness of their results. A detailed scientific examination of the explanatory value of the data is also made in order to demonstrate their potential usefulness. The Handbook has three parts: firstly, it presents the importance of business surveys for empirical research. Secondly, selected surveys are introduced in detail such as the Ifo Business Survey and the Ifo Investment Survey, and thirdly, a broad spectrum of studies on the consequence of the survey results is presented. The significance of the surveys applied equally to business cycle analysis and to forecasting. An array of modern methods of time series analysis and econometric model construction is used in these investigations.
Download or read book New Indicators for Tracking Growth in Real Time written by Mr.Troy Matheson and published by International Monetary Fund. This book was released on 2011-02-01 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: We develop monthly indicators for tracking growth in 32 advanced and emerging-market economies. We test the historical performance of our indicators and find that they do a good job at describing the business cycle. In a recursive out-of-sample forecasting exercise, we find that the indicators generally produce good GDP growth forecasts relative to a range of time series models.
Download or read book Hybrid Indicators for the Swedish Economy Based on Noisy Statistical Data and the Business Tendency Survey written by Lars-Erik Öller and published by . This book was released on 1994 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Feature Papers of Forecasting written by Sonia Leva and published by MDPI. This book was released on 2021-08-06 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, forecast applications are receiving unprecedent attention thanks to their capability to improve the decision-making processes by providing useful indications. A large number of forecast approaches related to different forecast horizons and to the specific problem that have to be predicted have been proposed in recent scientific literature, from physical models to data-driven statistic and machine learning approaches. In this Special Issue, the most recent and high-quality researches about forecast are collected. A total of nine papers have been selected to represent a wide range of applications, from weather and environmental predictions to economic and management forecasts. Finally, some applications related to the forecasting of the different phases of COVID in Spain and the photovoltaic power production have been presented.
Download or read book Business Forecasting written by Charles W. Gross and published by Houghton Mifflin. This book was released on 1983 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Economic Surveys and Data Analysis written by Centre for International Research on Economic Tendency Surveys and published by OECD Publishing. This book was released on 2002 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication contains selected papers presented at the 25th conference of the Centre for International Research on Economic Tendency Surveys (CIRET). This is an international forum for leading economists and institutions that conduct and analyse business and consumer surveys, which seeks to promote knowledge about all aspects of economic cycle research.
