Kadant Stock Forecast - Polynomial Regression
| KAI Stock | USD 412.79 9.33 2.31% |
The Polynomial Regression forecasted value of Kadant Inc on the next trading day is expected to be 443.31 with a mean absolute deviation of 11.60 and the sum of the absolute errors of 707.53. Kadant Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Kadant's historical fundamentals, such as revenue growth or operating cash flow patterns.
Kadant |
Kadant Polynomial Regression Price Forecast For the 3rd of December
Given 90 days horizon, the Polynomial Regression forecasted value of Kadant Inc on the next trading day is expected to be 443.31 with a mean absolute deviation of 11.60, mean absolute percentage error of 208.59, and the sum of the absolute errors of 707.53.Please note that although there have been many attempts to predict Kadant 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 Kadant's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Kadant Stock Forecast Pattern
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Kadant Forecasted Value
In the context of forecasting Kadant'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. Kadant's downside and upside margins for the forecasting period are 441.20 and 445.42, respectively. We have considered Kadant'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 Kadant stock data series using in forecasting. Note that when a statistical model is used to represent Kadant 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 | 123.4509 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 11.5988 |
| MAPE | Mean absolute percentage error | 0.0331 |
| SAE | Sum of the absolute errors | 707.5271 |
Predictive Modules for Kadant
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kadant Inc. 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.Other Forecasting Options for Kadant
For every potential investor in Kadant, whether a beginner or expert, Kadant's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Kadant Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Kadant. Basic forecasting techniques help filter out the noise by identifying Kadant's price trends.Kadant 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 Kadant stock to make a market-neutral strategy. Peer analysis of Kadant could also be used in its relative valuation, which is a method of valuing Kadant by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Kadant Inc 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 Kadant'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 Kadant's current price.| Cycle Indicators | ||
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| Volume Indicators |
Kadant Market Strength Events
Market strength indicators help investors to evaluate how Kadant stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Kadant shares will generate the highest return on investment. By undertsting and applying Kadant stock market strength indicators, traders can identify Kadant Inc entry and exit signals to maximize returns.
Kadant Risk Indicators
The analysis of Kadant'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 Kadant's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kadant 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 | 1.61 | |||
| Semi Deviation | 1.62 | |||
| Standard Deviation | 2.21 | |||
| Variance | 4.87 | |||
| Downside Variance | 3.79 | |||
| Semi Variance | 2.61 | |||
| Expected Short fall | (1.87) |
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.
Currently Active Assets on Macroaxis
When determining whether Kadant Inc offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Kadant'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 Kadant Inc Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Kadant Inc Stock:Check out Historical Fundamental Analysis of Kadant to cross-verify your projections. You can also try the Commodity Directory module to find actively traded commodities issued by global exchanges.
Is Industrial Machinery & Supplies & Components 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 Kadant. If investors know Kadant 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 Kadant 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 0.019 | Dividend Share 1.25 | Earnings Share 9.78 | Revenue Per Share 88.153 | Quarterly Revenue Growth 0.112 |
The market value of Kadant Inc is measured differently than its book value, which is the value of Kadant that is recorded on the company's balance sheet. Investors also form their own opinion of Kadant's value that differs from its market value or its book value, called intrinsic value, which is Kadant'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 Kadant's market value can be influenced by many factors that don't directly affect Kadant'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 Kadant's value and its price as these two are different measures arrived at by different means. Investors typically determine if Kadant is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Kadant'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.