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Raithatha S: The Impact of Select
Commodities and US Indices on Nifty 50

The Impact of Select Commodities and US Indices on Nifty 50 Index

How can you manage the complex threats that can cause financial, operational and reputational damage to the business? This practical guide shows how to implement a successful cyber security programme.
 
 The second edition of Cyber Risk Management covers the latest developments in cyber security for those responsible for managing threat events, vulnerabilities and controls. These include the impact of Web3 and the metaverse on cyber security, supply-chain security in the gig economy and exploration of the global, macroeconomic conditions that affect strategies. It explains how COVID-19 and remote working changed the cybersecurity landscape. Cyber Risk Management presents a data-centric approach to cyber risk management based on business impact assessments, data classification, data flow modelling and assessing return on investment. It covers pressing developments in artificial intelligence, machine learning, big data and cloud mobility, and includes advice on dealing with malware, data leakage, insider threat and Denial-of-Service. With analysis on the innate human factors affecting cyber risk and awareness and the importance of communicating security effectively, this book is essential reading for all risk and cybersecurity professionals.

Learn how to prioritize threats, implement a cyber security programme and effectively communicate risks.

Prioritize Threats, Identify Vulnerabilities and Apply Controls

Cyber Risk Management

Politics, Media and Political Communication

The Market Impact of Wartime Political Rhetoric: Voices of the Russian-Ukrainian War offers a striking new account of how political speeches became an economic force during the first year of the Russian-Ukrainian war. Focusing on 2022, it shows how public addresses by Vladimir Putin and Volodymyr Zelensky influenced energy markets, investor expectations, inflation, and currency stability across a deeply interconnected global economy.This book draws on forty major wartime speeches and a rigorous analysis of market reactions, the book traces how rhetoric moved beyond propaganda and became a real driver of financial behavior. It examines the impact of these speeches on leading U.S. oil and gas companies, while also exploring their wider effects on the Russian ruble, the Ukrainian hryvnia, and inflationary pressures in Russia, Ukraine, and the United States. Timely, original, and highly relevant, this study reveals how political language can shape economic outcomes in moments of extreme geopolitical crisis. By bringing together war, diplomacy, and financial markets, it offers a fresh perspective on the power of rhetoric in the contemporary international order.The Market Impact of Wartime Political Rhetoric: Voices of the Russian-Ukrainian War will appeal to students, scholars, and readers interested in Europe, North America, international politics, energy security, and the economic effects of war.

Voices of the Russian-Ukrainian War

The Market Impact of Wartime Political Rhetoric

This study adopts an econometric approach to examine the determinants of agricultural production in Ketugram-I Block, West Bengal. Using primary cross-sectional survey data, an agricultural production function is estimated with total crop output as the dependent variable and cultivated land, irrigation, labor, soil quality, farming experience, and other farm-specific characteristics as explanatory variables. 

The production function is estimated using Ordinary Least Squares (OLS), followed by diagnostic tests for multicollinearity and heteroscedasticity to assess the validity of the model. The estimated coefficients are interpreted to evaluate the contribution of each input to agricultural output and to derive evidence-based policy implications. As the analysis uses cross-sectional data, tests for autocorrelation are not applicable. 

The remainder of this dissertation is organized as follows: Section 2 reviews the relevant literature, Section 3 outlines the research objectives, Section 4 describes the data and methodology, Section 5 presents the regression analysis, Sections 6 and 7 discuss the diagnostic tests and remedial estimation, and Sections 8 and 9 present the policy implications and conclusion.

Evidence from a Field Survey in Ketugram-I Block

Econometric Analysis of Agricultural Production in Rural West Bengal

Mathematics and Statistics (R0)

Stepan Mazur

Pär Österholm

Festschrift in Honour of Sune Karlsson

Recent Developments in Bayesian Econometrics and Their Applications

Springer Texts in Business and Economics

This text presents modern developments in time series analysis and focuses on their application to economic problems. The book first introduces the fundamental concept of a stationary time series and its relation to the basic properties of covariance funtions, investigating the structure and estimation of autoregressive-moving average (ARMA) models and their relations to the covariance structure. The book then moves on to non-stationary time series, highlighting its consequences for modeling and forecasting as well as regressions models and presenting standard statistical tests. Next, the text discusses volatility models and their applications in the analysis of financial market data, focusing on generalized autoregressive conditional heteroskedastic (GARCH) models. The second part of the text is devoted to multivariate processes, such as vector autoregressive (VAR) models and structural vector autoregressive (SVAR) models, which have become the main tools in empirical macroeconomics. The text concludes with a discussion of co-integrated models and the Kalman Filter, which is being used with increasing frequency. The exposition finally connects to recent developments in the field. Mathematically rigorous, yet application-oriented, this self-contained text will help students develop a deeper understanding of theory and better command of the models that are vital to the field. Assuming a basic knowledge of statistics and/or econometrics, this text is best suited for advanced undergraduate and beginning graduate students. 
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</div>

Time Series Econometrics

Novel Six Sigma DMAIC Approaches to Project Risk Assessment and Management

Financial markets and the real economy are deeply interconnected, yet their relationship remains complex and often misunderstood. In an era of global shocks and rapid capital flows, understanding this interplay is more important than ever. This book explores the dynamic links between global financial systems and macroeconomic fundamentals, combining theoretical frameworks with empirical analysis. It examines how financial markets influence economic growth, investment, employment, and policy responses across diverse economies. Using both qualitative insights and data-driven approaches, the author investigates key phenomena such as market volatility, capital mobility, and globalization's impact on domestic economies. By bridging theory with real-world evidence, this book offers a nuanced perspective on how financial forces shape economic outcomes in a globalized world.

Theoretical and Empirical Approaches

Global Markets and Real Economy

Risk, Governance and Society

From Data Analytics to Global Risk Governance

Evolution of Anomaly Detection

Black Swans: Taming Financial Risk

Routledge Focus on Economics and Finance

This book is driven by the urgency of addressing the triple energy challenge- energy sustainability, security, and affordability. It explores a timely and policy-relevant research question, examining how effective green fiscal policies are in fostering the adoption of energy-efficient and environmentally sustainable technologies. It assesses whether such instruments are more effective when implemented in isolation or as part of a coordinated policy-mix, and investigates the right design, dosage and sequencing of their deployment. The analysis centers on three principal fiscal instruments-environmental taxes, green investment subsidies, and green investment tax credits-and distinguishes between different types of green technologies, namely superior cleaner production technologies and inferior end-of-pipe solutions.The book provides a comprehensive and empirically rigorous evaluation of green fiscal policies and their role in the green transition, framing them as a crucial corrective mechanism capable of bridging the gap between private and social returns to green innovation. It offers a comprehensive review of modern econometric methodologies employed in this growing field-including fixed effects models, categorical treatment matching, difference-in-differences, complementarity and sequential analyses -and contributes an original empirical study on the impact of fiscal rule changes on technology adoption outcomes. Lastly, it offers policy recommendations for the implementation of green fiscal policies.This volume serves as a valuable resource for a broad readership, including graduate students, academic researchers, international organizations, and policy professionals-particularly those concerned with finance and the environment.

Towards Energy Efficiency

Green Fiscal Policy and Firm Behaviour

Research Paper (undergraduate) from the year 2025 in the subject Business economics - Investment and Finance, grade: 8.5, , course: Bachelor of Business Administration, language: English, abstract: This study examines the impact of key commodities and U.S. stock indices on the Nifty 50 index, using advanced econometric techniques to analyze both short-term and long-term relationships. The research focuses on crude oil prices, gold prices, the USD/INR exchange rate, the S&amp;P 500, and the Dow Jones Industrial Average, assessing their influence on the Indian stock market over the period from January 2014 to November 2024.

Employing time-series models such as the Augmented Dickey-Fuller (ADF) test, ARIMA, Granger causality, Johansen cointegration, Vector Error Correction Model (VECM), and GARCH, the study identifies significant interdependencies between these financial variables.

The stock market serves as a crucial component of a nation's financial ecosystem, playing a pivotal role in capital formation, investment opportunities, and economic stability. As one of the most actively traded financial markets, the Indian stock market is significantly influenced by a variety of economic and financial variables, including commodity prices, exchange rate fluctuations, and global market trends. Among these factors, crude oil prices, gold prices, and the USD/INR exchange rate have been extensively studied due to their profound impact on economic activities and market volatility. Additionally, the influence of major US stock indices, such as the S&amp;P 500 and the Dow Jones Industrial Average, has gained increasing attention as global financial markets become more interconnected.

Shrey Raithatha

Supply chain disruptions emerge as a significant driver of global inflation, particularly in the aftermath of pandemics, geopolitical tensions, and climate-related events. These disruptions, ranging from factory shutdowns and shipping delays to shortages of raw materials and labor, have strained the flow of goods and services across international markets. As supply disruptions limit the availability of products, costs rise throughout the production and distribution chains, fueling price increases for consumers and businesses. The resulting pressures challenge central banks, policymakers, and corporations, underscoring the interconnectedness of global trade and the vulnerabilities in complex supply networks. Supply Chain Disruptions and Impact on Global Inflation explores how supply chain disruptions, caused by pandemics, geopolitical conflicts, natural disasters, labor shortages, and technological failures, affect pricing mechanisms and contribute to inflationary pressures. It examines the interplay between supply chain fragility and macroeconomic stability. This book covers topics such as geopolitics, market volatility, and trade wars, and is a useful resource for policymakers, business owners, economists, academicians, researchers, and scientists.

Supply Chain Disruptions and Impact on Global Inflation

The Impact of Select Commodities and US Indices on Nifty 50 Index

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