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Horizontal Analysis

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Horizontal analysis is a financial analysis technique that evaluates financial statement data over a period of time. It involves comparing historical financial information to identify trends, growth patterns, and changes in financial performance by calculating the percentage change in line items from one period to the next.
lightbulbAbout this topic
Horizontal analysis is a financial analysis technique that evaluates financial statement data over a period of time. It involves comparing historical financial information to identify trends, growth patterns, and changes in financial performance by calculating the percentage change in line items from one period to the next.

Key research themes

1. How can Dimensional Analysis improve regression modeling and predictive accuracy?

This research theme investigates the integration of Dimensional Analysis (DA) into linear regression frameworks to enhance model stability, reduce prediction errors, and incorporate expert decision-making attitudes. The importance stems from DA's ability to homogenize data and extract meaningful dimensionless relationships, which can improve interpretability and performance in forecasting applications across engineering, inventory management, and statistical modeling.

Key finding: This paper develops a novel approach combining Dimensional Analysis with linear regression to resolve instability and error issues in predictive modeling. Specifically, it introduces a method that accounts for decision-maker... Read more
Key finding: The authors formalize the process of incorporating Dimensional Analysis into statistical design and analysis, underscoring DA's advantages: reducing the number of potential causal factors, enhancing insight into variable... Read more
Key finding: Although primarily focused on statistical methods for analyzing infinite-dimensional function data, this paper provides a foundational methodological context where dimension reduction techniques, akin to DA's goal of variable... Read more

2. What are the benefits and methodologies of using supplementary variables in control charts to improve process monitoring?

This theme explores the enhancement of statistical process control (SPC) through the utilization of supplementary or additional variables correlated with the studied variable to improve sensitivity and detection of small process shifts. Leveraging regression estimators involving multiple supplementary variables aims to increase control chart performance measures such as average run length.

Key finding: The paper proposes the TAHWMA chart, which integrates two supplementary variables correlated with the study variable through a regression estimator to enhance sensitivity in detecting small process mean shifts. The study... Read more

3. How do visual analytics approaches enhance the understanding and monitoring of complex, dynamic data systems?

This research line examines the role of visual analytics as an integrative framework combining automated data analysis techniques with interactive visualizations, emphasizing human cognition in interpreting massive, dynamic, and heterogeneous datasets. The objective is to facilitate timely, defensible, and actionable insights in domains such as financial stability monitoring and decision-making under information overload.

Key finding: This work highlights visual analytics as a critical approach enabling macroprudential supervisors to process voluminous financial data streams interactively. By merging automated analytics with human cognitive strengths... Read more
Key finding: This foundational text distinguishes between visualization as presentation of results and visualization as problem-solving tools, elaborating on the transition from passive display to active visual reasoning. It introduces... Read more

All papers in Horizontal Analysis

Σκοπός της παρούσας διπλωματικής εργασίας είναι η μελέτη του οινοποιητικού κλάδου, μέσα από τη χρηματοοικονομική ανάλυση των οικονομικών επιδόσεων οινοποιητικών επιχειρήσεων της Ελλάδας και της Ιταλίας κατά την περίοδο 2017-2021. Η μελέτη... more
Sinopse: O objetivo deste artigo é analisar a influência de variáveis externas sobre as demonstrações contábeis, especificamente, evidenciar alguns acontecimentos econômicos, sociais e climáticos. Ao mesmo tempo, analisam-se as... more
Prohlašuji, že jsem svou bakalářskou práci vypracoval samostatně. Dále prohlašuji, že jsem všechny použité zdroje správně a úplně citoval a uvádím je v přiloženém seznamu použité literatury. Nemám závažný důvod proti zpřístupňování této... more
Předmětem bakalářské práce „Podnikatelský záměr rozvoje podniku“ je vyhodnotit záměr podniku na výstavbu konzervárny krmiv pro domácí zvířata a navrhnout finanční plán jeho realizace včetně možností financování. Obsahuje teoretické... more
Cílem bakalářské práce je zhodnocení finanční situace společnosti Ostroj, a. s. za pomoci metod finanční analýzy v letech 2011 – 2015. Bakalářská práce je rozdělena do pěti kapitol. První kapitolou je úvod a poslední pátou kapitolu závěr.... more
o o objetivo do estudo é relatar o desempenho social de uma instituição religiosa, realizado mediante a análise do respectivo balanço social. o tema central da pesquisa envolve a análise da possibilidade e potencial de utilização do... more
Atualmente, em todos os segmentos da sociedade tem-se discutido incessantemente questões de como melhorar a relação entre empresa e comunidade. Por causa dessa preocupação e para dar maior clareza e transparência nas informações... more
V bakalářské práci bude zhodnocena finanční situace podniku KoHal, s.r.o. za roky 2015-2019. V teoretické části jsou popsané metody, které budou použity pro zjištění finančního zdraví. V analytické části uvedené metody aplikujeme na údaje... more
First, this report qualitatively analyses the financial statements of Heathrow Airport Holdings Limited over the period 2009-2013, by studying and analysing the trends of the Profitability Ratios, Efficiency Ratios, Liquidity Ratios,... more
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