Timken Stock Forecast - Naive Prediction
| TKR Stock | USD 75.48 0.26 0.35% |
The Naive Prediction forecasted value of Timken Company on the next trading day is expected to be 75.50 with a mean absolute deviation of 1.41 and the sum of the absolute errors of 86.15. Timken Stock Forecast is based on your current time horizon. Although Timken's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Timken's systematic risk associated with finding meaningful patterns of Timken fundamentals over time.
Timken |
Timken Cash Forecast
Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the Timken's financial statements to estimate their effects on upcoming price movements.
Cash | First Reported 1985-12-31 | Previous Quarter 471 M | Current Value 412.7 M | Quarterly Volatility 200.7 M |
Timken Naive Prediction Price Forecast For the 23rd of November
Given 90 days horizon, the Naive Prediction forecasted value of Timken Company on the next trading day is expected to be 75.50 with a mean absolute deviation of 1.41, mean absolute percentage error of 3.27, and the sum of the absolute errors of 86.15.Please note that although there have been many attempts to predict Timken 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 Timken's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Timken Stock Forecast Pattern
| Backtest Timken | Timken Price Prediction | Buy or Sell Advice |
Timken Forecasted Value
In the context of forecasting Timken'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. Timken's downside and upside margins for the forecasting period are 73.06 and 77.94, respectively. We have considered Timken'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Timken stock data series using in forecasting. Note that when a statistical model is used to represent Timken 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 | 119.2956 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.4123 |
| MAPE | Mean absolute percentage error | 0.0175 |
| SAE | Sum of the absolute errors | 86.1512 |
Predictive Modules for Timken
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Timken Company. 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 Timken
For every potential investor in Timken, whether a beginner or expert, Timken's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Timken Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Timken. Basic forecasting techniques help filter out the noise by identifying Timken's price trends.Timken 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 Timken stock to make a market-neutral strategy. Peer analysis of Timken could also be used in its relative valuation, which is a method of valuing Timken by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Timken Company 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 Timken'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 Timken's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Timken Market Strength Events
Market strength indicators help investors to evaluate how Timken stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Timken shares will generate the highest return on investment. By undertsting and applying Timken stock market strength indicators, traders can identify Timken Company entry and exit signals to maximize returns.
Timken Risk Indicators
The analysis of Timken'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 Timken's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting timken 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 | 1.42 | |||
| Standard Deviation | 2.43 | |||
| Variance | 5.91 |
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.
Pair Trading with Timken
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Timken position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Timken will appreciate offsetting losses from the drop in the long position's value.Moving together with Timken Stock
Moving against Timken Stock
| 0.73 | G | Genpact Limited | PairCorr |
| 0.6 | KMT | Kennametal | PairCorr |
| 0.59 | RBC | RBC Bearings | PairCorr |
| 0.46 | SNA | Snap On | PairCorr |
| 0.35 | MKTAY | Makita Corp | PairCorr |
The ability to find closely correlated positions to Timken could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Timken when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Timken - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Timken Company to buy it.
The correlation of Timken is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Timken moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Timken Company moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Timken can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Additional Tools for Timken Stock Analysis
When running Timken's price analysis, check to measure Timken'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 Timken is operating at the current time. Most of Timken's value examination focuses on studying past and present price action to predict the probability of Timken's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Timken's price. Additionally, you may evaluate how the addition of Timken to your portfolios can decrease your overall portfolio volatility.