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The non-cyclical consumer sector is a stock sector issued by companies with businesses that are not affected by seasons or economic cycles in a country. The products or services sold are basic necessities that people always need, so their sales are not affected by economic conditions. The non-cyclical Consumer Sector is related to company value through various factors. Non-cyclical consumer sector companies produce or distribute anti-cyclical goods and services, which are not affected by economic growth. This need must exist and cannot be eliminated from daily use, so that this sector experiences growth in line with population growth and an increase in people's income. For companies that have been listed on the stock exchange, an increase in company value is equivalent to an increase in share price. Meanwhile, for companies that have not yet been listed on the stock exchange, the company's value will be reflected in things such as company sales, business prospects, level of risk faced, market conditions and other factors. Therefore, analysis of the factors that influence the value of banking companies is very important.    

Stock market can be fluctuate and uncontrolled depends on many internal and external factors.  The fluctuation itself can bring impact to capital market entities and the economy. This study focused for investigate the effects of inflation, interest rate, and domestic exchange rate on INFOBANK15 price stock during the 2018 – 2022 periods. This study collects data from Indonesia Stock Exchange which can be downloaded from idx.co.id. A quantitative approach to analyze the data and using SPSS as the tools. The result indicate that inflation has no effect to price stock, interest rate and exchange rates gives negative effect to stock prices.

Mining companies are one of the companies that have great prospects in the future. Mining companies are one of the corporate sectors that are targeted for investment, this causes investors to often calculate share returns for their investments in companies in this sector. Stock returns in companies tend to fluctuate or experience erratic increases and decreases in stock returns. The increase or decrease in stock returns is caused by internal and external factors, internal factors can be seen through financial reports and external factors can be seen from macroeconomic and other factors. This research is secondary data, namely it comes from financial reports of mining companies registered in JII70 for the 2018-2022 period. This research is included in the type of quantitative research, using Eviews as a statistical medium and the statistical methods used in this research are multiple linear regression analysis, panel data testing, classical assumption testing, and hypothesis testing. while the results of this research show that partially both Net Profit Margin and Price To Book Value have a positive and significant effect on Stock Returns as well as simultaneously Net Profit Margin and Price To Book Value together or simultaneously have a positive and significant effect on Stock Returns while inflation weaken the relationship Net Profit Margin and Price To Book Value on Share Returns in mining companies registered on JII70.

The basic materials sector company is one of the sectors that is expected to have bright prospects in the future and is one of the sectors that has a sizable role in contributing raw materials. If we look at the stock prices of several basic materials companies, they have experienced erratic increases and decreases. The high and low stock prices are influenced by how the company's financial performance is. The data used in this research is secondary data, namely in the form of annual reports of companies in the basic materials sector for 2017-2021. This research is descriptive with a quantitative approach. The statistical method used is simple regression analysis, panel data regression method, F test, t test, and analysis of the coefficient of determination. The results showed that environmental costs had a partial positive and significant effect on the financial performance of basic materials sector companies listed on the Indonesian Sharia Stock Index. Environmental performance had a partial positive and significant effect on financial performance in basic materials sector companies listed on the Sharia Stock Index. Indonesia. Then environmental costs and environmental performance have a positive and significant simultaneous effect on financial performance in basic materials sector companies listed on the Indonesian Sharia Stock Index.

To determine the partial and simultaneous effects of NPM, DER, and EPS on the stock prices of manufacturing firms in the food and beverage industry. For this quantitative research, secondary data sources were the Food and Beverage Department Manufacturing Companies' Financial Statements published in the IDX. Purposive sampling is the technique used for sampling. The t-test, F-test, and multiple linear analysis tests were used in this study's testing. The results of the partial study (t-test) showed that the stock prices of food and beverage manufacturing companies listed on the Bursa Efek Indonesia (BEI) were positively and significantly impacted by NPM, DER, and EPS. It concurrently demonstrated that the stock prices of the Food and Beverage Manufacturing Companies listed on the IDX were positively and significantly impacted by NPM, DER, and EPS, either separately or in combination.

This study aims to determine the Effect of Liquidity, Solvency, Activity, and Profitability on Company Value in Automotive Sub-Sector Companies Listed on the Indonesia Stock Exchange for the 2019-2022 Period. This type of research is quantitative research and has a total population of 15 companies. For sample collection, this study uses a purposive sampling technique to obtain a sample size of 10 companies. The data was analyzed using panel data regression through the Eviews 10 program. Based on the results of the partial test, Liquidity (Current Ratio), Solvency (Debt to Equity Ratio), and Activity (Total Assets Turn Over) have a negative and insignificant effect on Company Value (Price to Book Value), while Profitability (Return on Assets) has a positive and significant effect on Company Value (Price to Book Value). Simultaneously, Liquidity (Current Ratio), Solvency (Debt to Equity Ratio), Activity (Total Asset Turnover), and Profitability (Return on Assets) have a significant effect on Company Value.

This journal analyzes stocks as investment securities. In the modern era, stocks have become a popular investment choice due to their high potential returns and ease of access through digital platforms. However, stock investments also carry significant risks, such as sharp price fluctuations. This study aims to provide a deeper understanding of the advantages of stocks compared to other investment instruments, factors influencing public interest in stock investments, and the development of stock investments in Indonesia after the enactment of Law No. 11 of 2020 on Job Creation. The research method used is normative and juridical approaches, by examining legislation and related literature. The expected outcome of this study is to enhance financial literacy among the public and assist in making smarter and wiser investment decisions.

This study aims to analyze how much influence DER and ROA simultaneously and partially have on the Share Price of the Mustika Ratu Tbk company listed on the Indonesia Stock Exchange from 2015 to 2021. The F test shows that company performance measured by DER and ROA has no significant effect on Stock Price. The t test concluded that the DER variable had no significant effect on the stock price, but the ROA variable had a significant effect on the stock price. Based on the coefficient of determination test, the independent variable affects the dependent variable by 60.9% and there are still 39.1% explained by other factors not included in the study.

This study analyzes the characteristics, risk, and return of stocks and bonds in Indonesia. The data used is historical data on stock and bond prices traded on the IDX during a 10-year period, from 2014 to 2024. The analysis methods used are descriptive analysis, t-test, ANOVA, and multiple linear regression. The results of the study show that stocks offer the potential for higher returns than bonds, but also with higher risk. Bonds offer better income stability and lower risk than stocks. The investment decision between stocks and bonds depends on the individual's risk profile and investment goals. Diversification remains an important investment strategy, regardless of risk profile.

The Indonesian capital market is experiencing significant growth, encouraging investors to consider shares as the main investment option. Fundamental analysis is important in assessing company performance, especially in the property and real estate sectors which are important for the Indonesian economy. This research aims to analyze the influence of fundamental factors such as Return On Assets (ROA), Return On Equity (ROE), Debt to Equity Ratio (DER), and Book Value (BV) on the share prices of property and real estate companies listed on the Indonesia Stock Exchange (BEI) for the 2021-2023 period. Using a panel data regression model with a random effects approach, the results show that BV has a partially significant positive effect on stock prices, while ROA, ROE and DER have a partially significant negative effect. These findings provide insight for investors in identifying key factors that influence share prices, so that they can help in making better investment decisions in the property and real estate sector.

Research of stock portfolio performance based on market to book value (PBV) and market capitalization are still a debate and pro kontra. The purpose of this research is to analyze the performance of stock portfolio based on PBV and market capitalization. The samples of this study Jakarta Islamic Indeks (JII)  during periode 2020-2022. Total Observation of 60 was determined by purposive sampling method. Performance of stock portfolio based on PBV is devided by 2 format stock portfolios, namely: PBV high and PBV low. For market capitalization is devided by 2 format stock portfolio namely : big market capitalization and small market capitalization. All of them are measured by Risk  Adjusted Return (index of Sharpe and Treynor). The result of these research is stock portfolio performance namely PBV low is outperform than PBV high, big market capitalization and small market capitalization which measured by index Sharpe and index Treynor during periode 2020 – 2022 at Jakarta Islamic Indeks (JII). The implication of this study suggests to perform of  stock performance namely PBV low which havethe  potential high earning growth because PBV less than one, means undervalued.

This study is to examine how interest rates and inflation affect the movement of the Indonesia Stock Exchange's Composite Stock Price Index (IHSG) (BEI). An econometric technique was utilized to do regression analysis on monthly data spanning the years 2015-2017. The study's findings demonstrate how the interest rate variable and the composite stock price index (IHSG) are influenced by the inflation variable, represented as variable X1.

This research applies the Monte Carlo simulation method to predict the movement of Apple Inc.'s stock price over a long period of time. Using historical data of Apple's stock price from 12 December 1980 to 24 March 2022, this study aims to generate a probability distribution of the future stock price. The method involves several steps, including data collection, log return calculation, parameter estimation, and simulation of the stock price path through random iterations based on the log return distribution. The simulation results show that the closing price of Apple stock can be predicted by following the historical trend, although there are differences with the real data due to the stochastic nature of the Monte Carlo technique. This research also applies a variance reduction method to improve simulation efficiency. The findings provide a valuable perspective for investors and financial analysts in identifying investment risks and opportunities through an in-depth understanding of the dynamics of stock price movements using Monte Carlo simulation. Suggestions for future research include the use of VaR methods with historical variance and covariance approaches, as well as considering longer data periods and more stock indices for more comprehensive results.

This study aims to determine the effect of earnings per share and return on assets on stock prices (studies at PT. Hanjaya Mandala Sampoerna Tbk). The research problem in this study is whether Earning Per Share (EPS) and Return On Assets (ROA) partially and simultaneously affect the stock price at PT. Hanjaya Mandala Sampoerna Tbk. The research method uses the Multiple Linear Regression analysis technique with SPSS version 26. Based on the results of the analysis, it can be concluded that partially the Earning Per Share (EPS) variable has a positive and significant effect on stock prices, the Return On Assets (ROA) variable has no effect on prices share. Simultaneously the EPS and ROA variables affect stock prices. The coefficient of determination (R2) in this study is 0.810, meaning that EPS and ROA affect stock prices by 81% and the remaining 19% is influenced by other variables not included in this study

Investment is a tool to earn income in the future. With so much uncertainty in generating income, it encourages someone to do something that will benefit themselves in the future. So that those who invest in the right way will feel calm about facing the lives of themselves and their families in the future. For investors, this research involved 54 companies and 11 companies were selected as samples through purposive sampling. The data analysis tools used in this research are classical assumption testing, multiple linear regression analysis, correlation analysis, coefficient of determination analysis, and hypothesis testing. The results of this research indicate that partially the Liquidity, Activity Ratio and Profitability variables have a significant effect on share prices. Leverage has no significant effect on stock prices. Simultaneously, the ratio variables Liquidity, Leverage, Activity and Profitability have a significant influence on Share Prices of 88.2% and the remaining 11.8% is influenced by other variables.

The Indonesian economy is increasing every year, this cannot be separated from the contribution of the capital market (Indonesian Stock Exchange) which is increasingly active in driving Indonesian economic activity. Activity on the Indonesian Stock Exchange is supported by the increasing number of issuers issuing securities, especially share instruments. Improving stock trading conditions on the Indonesia Stock Exchange (BEI) is able to attract the general public to invest their excess funds in the stock market. The aim of this research is to determine the fairness of share prices and find out which companies are most suitable for investment by calculating the Price Earning Ratio (PER) and Price to Book Value (PBV). This research uses descriptive research with a quantitative approach. The population of this research uses Consumer Goods sector companies that are included in the Indonesian Sharia Stock Index for the 2015-2016 period. Fundamental Analysis is an analysis that functions to estimate future share prices by estimating the value of company fundamental factors that influence future share prices. These factors include ROE, EPS, DPS, DPR, PER, and PBV. The intrinsic value of the stock will be seen whether the stock is smaller than the market value and is considered expensive (overvalued), the intrinsic value is greater than the market value and is considered cheap (undervalued) or the intrinsic value is the same as the market value meaning it is valued fairly (correctly valued). The results of this research show that 9 out of 16 companies are undervalued and only the companies Taisho Pharmaceutical Indonesia Tbk and Chitose Internasional Tbk whose share prices are undervalued are supported by advanced PER and PBV calculations, the decision that can be taken is to buy these shares.

This study aims to perform analysis and find put of inflation, debt-to-equity ratio and total assets turn over on stock prices. An analysis of firms in the energy sector that were registered on the Indonesia Stock Exchange in 2019-2022. The entire population in this study consists of 83 firms. The chosen sample consisted of 6 financial reports altogether, cosen from a total of 9 companies using the purposive sampling technique. Using software Eviews 9, the panel data analysis method helps with this research. Based on research findings, it can be concluded that, Debt-to-equity ratio has negative impact on stock price, however inflation and total asset turn over do not have a significant impact. According to simultaneous test or F test, the independent variable simultaneously had statistically impact on the stock price, with a Adjusted R2 of approxiamately 0.173906, or 17.39%    

Adoption of IFRS in Indonesia began in 2008, namely the initial adoption stage of IFRS based on Indonesia's commitment to support its achievements in one global accounting standard at the G20. IAI itself formulated the full adoption of IFRS in several stages, namely (1) the initial stage of IFRS adoption which began in 2008, (2) the convergence stage of preparation for full adoption of IFRS in 2010, (3) the first stage of full adoption of IFRS which began in 2012, (4) the second stage of full adoption of IFRS in 2015, (5) the third stage of full adoption of IFRS in 2018, (6) and the fourth stage of full adoption of IFRS in 2020. IFRS adoption is sought as a form of improving good financial reporting in improving quality of accounting information. This research will examine differences in the quality of accounting information before and after full adoption of IFRS. This research will take a sample of telecommunications sub sector companies,healthcare, and consumer non-cyclical registered as a member of the BEI. This research examines the value relevance of Ohlson's stock price proxy. The analysis technique used is paired sample t-test with a significance level of 5%. This research concludes that the full adoption of IFRS stage one has contributed to improving the quality of accounting information. This research shows that the quality of accounting information as seen from its value relevance will increase followed by a high increase in disclosure.  

This research takes the title of analysis of decision factors to purchase banana sales during Eid al-Fitr (case study of banana sale products in Wanareja). This research was carried out as an effort to find out what factors are the reasons for buying bananas on sale compared to similar products. From the research results, it was found that there are several factors that are the reasons for purchasing banana sale products, namely: They taste delicious, the price is affordable, there are many variations, there is always stock, it is easy to share and the banana sale is one of the icons of Cilacap

This study compares different machine learning models for time series forecasting in financial data analysis. Models including ARIMA, LSTM, and GRU are applied to predict stock price movements. We measure the accuracy and computational efficiency of each model on various datasets and discuss their strengths and weaknesses in financial forecasting contexts. The findings suggest that deep learning models show significant improvement in capturing complex temporal patterns over traditional methods.