Reynolds Consumer Stock Forecast - Polynomial Regression

REYN Stock  USD 27.61  0.03  0.11%   
The Polynomial Regression forecasted value of Reynolds Consumer Products on the next trading day is expected to be 27.26 with a mean absolute deviation of 0.50 and the sum of the absolute errors of 31.26. Reynolds Stock Forecast is based on your current time horizon. Although Reynolds Consumer's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Reynolds Consumer's systematic risk associated with finding meaningful patterns of Reynolds Consumer fundamentals over time.
  
At this time, Reynolds Consumer's Inventory Turnover is very stable compared to the past year. As of the 22nd of November 2024, Fixed Asset Turnover is likely to grow to 6.02, while Payables Turnover is likely to drop 7.30. . As of the 22nd of November 2024, Common Stock Shares Outstanding is likely to grow to about 227.2 M, while Net Income Applicable To Common Shares is likely to drop about 246.8 M.
Reynolds Consumer polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Reynolds Consumer Products as well as the accuracy indicators are determined from the period prices.

Reynolds Consumer Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Reynolds Consumer Products on the next trading day is expected to be 27.26 with a mean absolute deviation of 0.50, mean absolute percentage error of 0.38, and the sum of the absolute errors of 31.26.
Please note that although there have been many attempts to predict Reynolds Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Reynolds Consumer's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Reynolds Consumer Stock Forecast Pattern

Backtest Reynolds ConsumerReynolds Consumer Price PredictionBuy or Sell Advice 

Reynolds Consumer Forecasted Value

In the context of forecasting Reynolds Consumer's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Reynolds Consumer's downside and upside margins for the forecasting period are 25.94 and 28.58, respectively. We have considered Reynolds Consumer's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
27.61
27.26
Expected Value
28.58
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Reynolds Consumer stock data series using in forecasting. Note that when a statistical model is used to represent Reynolds Consumer stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria118.9853
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5041
MAPEMean absolute percentage error0.0173
SAESum of the absolute errors31.2558
A single variable polynomial regression model attempts to put a curve through the Reynolds Consumer historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Reynolds Consumer

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Reynolds Consumer. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Reynolds Consumer's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
26.2127.5228.83
Details
Intrinsic
Valuation
LowRealHigh
24.8529.1230.43
Details
Bollinger
Band Projection (param)
LowMiddleHigh
26.7627.2927.83
Details
9 Analysts
Consensus
LowTargetHigh
27.0529.7232.99
Details

Other Forecasting Options for Reynolds Consumer

For every potential investor in Reynolds, whether a beginner or expert, Reynolds Consumer's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Reynolds Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Reynolds. Basic forecasting techniques help filter out the noise by identifying Reynolds Consumer's price trends.

Reynolds Consumer Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Reynolds Consumer stock to make a market-neutral strategy. Peer analysis of Reynolds Consumer could also be used in its relative valuation, which is a method of valuing Reynolds Consumer by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Reynolds Consumer Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Reynolds Consumer's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Reynolds Consumer's current price.

Reynolds Consumer Market Strength Events

Market strength indicators help investors to evaluate how Reynolds Consumer stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Reynolds Consumer shares will generate the highest return on investment. By undertsting and applying Reynolds Consumer stock market strength indicators, traders can identify Reynolds Consumer Products entry and exit signals to maximize returns.

Reynolds Consumer Risk Indicators

The analysis of Reynolds Consumer's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Reynolds Consumer's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting reynolds stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
When determining whether Reynolds Consumer offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Reynolds Consumer's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Reynolds Consumer Products Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Reynolds Consumer Products Stock:
Check out Historical Fundamental Analysis of Reynolds Consumer to cross-verify your projections.
You can also try the Technical Analysis module to check basic technical indicators and analysis based on most latest market data.
Is Household Products space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Reynolds Consumer. If investors know Reynolds will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Reynolds Consumer listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
0.106
Dividend Share
0.92
Earnings Share
1.76
Revenue Per Share
17.522
Quarterly Revenue Growth
(0.03)
The market value of Reynolds Consumer is measured differently than its book value, which is the value of Reynolds that is recorded on the company's balance sheet. Investors also form their own opinion of Reynolds Consumer's value that differs from its market value or its book value, called intrinsic value, which is Reynolds Consumer's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Reynolds Consumer's market value can be influenced by many factors that don't directly affect Reynolds Consumer's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Reynolds Consumer's value and its price as these two are different measures arrived at by different means. Investors typically determine if Reynolds Consumer is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Reynolds Consumer's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.