Quaker Chemical Stock Forecast - Polynomial Regression
| KWR Stock | USD 190.49 2.49 1.32% |
The Polynomial Regression forecasted value of Quaker Chemical on the next trading day is expected to be 186.31 with a mean absolute deviation of 2.33 and the sum of the absolute errors of 142.00. Quaker Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Quaker Chemical stock prices and determine the direction of Quaker Chemical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Quaker Chemical's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Quaker Chemical's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Quaker Chemical's systematic risk associated with finding meaningful patterns of Quaker Chemical fundamentals over time.
Check out Historical Fundamental Analysis of Quaker Chemical to cross-verify your projections. Quaker |
Open Interest Against 2024-04-19 Quaker Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Quaker Chemical's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Quaker Chemical's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Quaker Chemical stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Quaker Chemical's open interest, investors have to compare it to Quaker Chemical's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Quaker Chemical is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Quaker. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Quaker Chemical cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Quaker Chemical's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Quaker Chemical's price structures and extracts relationships that further increase the generated results' accuracy.
Quaker Chemical polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Quaker Chemical as well as the accuracy indicators are determined from the period prices. Quaker Chemical Polynomial Regression Price Forecast For the 20th of April
Given 90 days horizon, the Polynomial Regression forecasted value of Quaker Chemical on the next trading day is expected to be 186.31 with a mean absolute deviation of 2.33, mean absolute percentage error of 8.17, and the sum of the absolute errors of 142.00.Please note that although there have been many attempts to predict Quaker 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 Quaker Chemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Quaker Chemical Stock Forecast Pattern
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Quaker Chemical Forecasted Value
In the context of forecasting Quaker Chemical'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. Quaker Chemical's downside and upside margins for the forecasting period are 184.84 and 187.78, respectively. We have considered Quaker Chemical'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.
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 Quaker Chemical stock data series using in forecasting. Note that when a statistical model is used to represent Quaker Chemical 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.| AIC | Akaike Information Criteria | 120.2114 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 2.3279 |
| MAPE | Mean absolute percentage error | 0.0118 |
| SAE | Sum of the absolute errors | 142.0008 |
Predictive Modules for Quaker Chemical
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Quaker Chemical. 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 Quaker Chemical'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.
Other Forecasting Options for Quaker Chemical
For every potential investor in Quaker, whether a beginner or expert, Quaker Chemical's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Quaker Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Quaker. Basic forecasting techniques help filter out the noise by identifying Quaker Chemical's price trends.Quaker Chemical 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 Quaker Chemical stock to make a market-neutral strategy. Peer analysis of Quaker Chemical could also be used in its relative valuation, which is a method of valuing Quaker Chemical by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Quaker Chemical 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 Quaker Chemical'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 Quaker Chemical's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
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| Statistic Functions | ||
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| Volume Indicators |
Quaker Chemical Market Strength Events
Market strength indicators help investors to evaluate how Quaker Chemical stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Quaker Chemical shares will generate the highest return on investment. By undertsting and applying Quaker Chemical stock market strength indicators, traders can identify Quaker Chemical entry and exit signals to maximize returns.
Quaker Chemical Risk Indicators
The analysis of Quaker Chemical'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 Quaker Chemical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting quaker 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.
| Mean Deviation | 1.11 | |||
| Standard Deviation | 1.46 | |||
| Variance | 2.12 |
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.
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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Quaker Chemical to cross-verify your projections. To learn how to invest in Quaker Stock, please use our How to Invest in Quaker Chemical guide.You can also try the AI Portfolio Architect module to use AI to generate optimal portfolios and find profitable investment opportunities.
Complementary Tools for Quaker Stock analysis
When running Quaker Chemical's price analysis, check to measure Quaker Chemical's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Quaker Chemical is operating at the current time. Most of Quaker Chemical's value examination focuses on studying past and present price action to predict the probability of Quaker Chemical's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Quaker Chemical's price. Additionally, you may evaluate how the addition of Quaker Chemical to your portfolios can decrease your overall portfolio volatility.
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Is Quaker Chemical's industry 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 Quaker Chemical. If investors know Quaker 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 Quaker Chemical 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 0.299 | Dividend Share 1.78 | Earnings Share 6.26 | Revenue Per Share 109.17 | Quarterly Revenue Growth (0.04) |
The market value of Quaker Chemical is measured differently than its book value, which is the value of Quaker that is recorded on the company's balance sheet. Investors also form their own opinion of Quaker Chemical's value that differs from its market value or its book value, called intrinsic value, which is Quaker Chemical'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 Quaker Chemical's market value can be influenced by many factors that don't directly affect Quaker Chemical'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 Quaker Chemical's value and its price as these two are different measures arrived at by different means. Investors typically determine if Quaker Chemical is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Quaker Chemical'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.