STOCK PRICE PREDICTION IN INDIAN MARKETS WITH A CASE STUDY ANALYSIS OF ADANI GROUP OF COMPANIES – ACC LIMITED.

Abstract

Examining ACC Limited, an Adani Group of Companies company, as a case study, this research delves into the topic of stock price prediction in Indian markets. The study's overarching goal is to create a model that, given a set of financial metrics and ACC Limited's market history, can foretell the company's stock price. We use econometric models, machine learning, and statistical analysis to look at the big picture of what drives stock prices. Linear regression, time-series analysis, and artificial neural networks are some of the models that are tested in this research to see which one produces the most accurate stock price forecasts. The National Stock Exchange (NSE), corporate financial reports, and macroeconomic variables are some of the data sources that are included into the model. The study also looks into how certain events involving the Adani Group, general market mood, and worldwide economic trends affected ACC Limited's stock price. The purpose of this case study is to provide light on the dynamics of the Indian stock market and the wider effects of business changes on stock performance. The results should be useful for analysts, investors, and legislators. There are a lot of variables that affect market dynamics, making stock price prediction an important topic of study in financial markets. This is especially true in the case of developing economies like India's. One of the most prominent participants in the Indian cement business, ACC Limited, is the subject of this paper's in-depth examination of stock price prediction with a focus on the Adani Group of Companies. In order to predict ACC Limited stock prices within the larger context of the Adani Group's performance, the research makes use of a number of statistical modeling and machine learning approaches. Predictive models are built using data that includes stock price history, market trends, macroeconomic factors, and measures particular to the firm. Stock price swings in relation to major announcements and events involving ACC Limited and the Adani Group are also explored in the research. Part of this process involves looking at how important company announcements, regulatory filings, and financial reports have affected market sentiment and investor confidence. With ACC Limited at the centre of the Adani Group of Companies' stock price fluctuations, the case study investigation sheds light on the elements influencing these fluctuations.