Lands End Stock Forecast - Polynomial Regression
| LE Stock | USD 12.68 0.37 3.01% |
The Polynomial Regression forecasted value of Lands End on the next trading day is expected to be 14.02 with a mean absolute deviation of 0.47 and the sum of the absolute errors of 28.55. Lands Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Lands End stock prices and determine the direction of Lands End's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Lands End's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Lands End's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Lands End's systematic risk associated with finding meaningful patterns of Lands End fundamentals over time.
Check out Historical Fundamental Analysis of Lands End to cross-verify your projections. Lands |
Open Interest Against 2024-04-19 Lands Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Lands End'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 Lands End's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Lands End 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 Lands End's open interest, investors have to compare it to Lands End'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 Lands End 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 Lands. 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 Lands End 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 Lands End's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Lands End's price structures and extracts relationships that further increase the generated results' accuracy.
Lands End polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Lands End as well as the accuracy indicators are determined from the period prices. Lands End Polynomial Regression Price Forecast For the 18th of April 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Lands End on the next trading day is expected to be 14.02 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.36, and the sum of the absolute errors of 28.55.Please note that although there have been many attempts to predict Lands 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 Lands End's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Lands End Stock Forecast Pattern
| Backtest Lands End | Lands End Price Prediction | Buy or Sell Advice |
Lands End Forecasted Value
In the context of forecasting Lands End'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. Lands End's downside and upside margins for the forecasting period are 10.11 and 17.94, respectively. We have considered Lands End'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 Lands End stock data series using in forecasting. Note that when a statistical model is used to represent Lands End 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 | 117.083 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4681 |
| MAPE | Mean absolute percentage error | 0.0486 |
| SAE | Sum of the absolute errors | 28.5541 |
Predictive Modules for Lands End
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lands End. 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 Lands End'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 Lands End
For every potential investor in Lands, whether a beginner or expert, Lands End's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Lands Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Lands. Basic forecasting techniques help filter out the noise by identifying Lands End's price trends.Lands End 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 Lands End stock to make a market-neutral strategy. Peer analysis of Lands End could also be used in its relative valuation, which is a method of valuing Lands End by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Lands End 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 Lands End'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 Lands End's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Lands End Market Strength Events
Market strength indicators help investors to evaluate how Lands End stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Lands End shares will generate the highest return on investment. By undertsting and applying Lands End stock market strength indicators, traders can identify Lands End entry and exit signals to maximize returns.
Lands End Risk Indicators
The analysis of Lands End'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 Lands End's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lands 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 | 2.93 | |||
| Semi Deviation | 2.81 | |||
| Standard Deviation | 3.85 | |||
| Variance | 14.84 | |||
| Downside Variance | 10.86 | |||
| Semi Variance | 7.91 | |||
| Expected Short fall | (3.64) |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Lands End in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Lands End's short interest history, or implied volatility extrapolated from Lands End options trading.
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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Lands End to cross-verify your projections. For information on how to trade Lands Stock refer to our How to Trade Lands Stock guide.Note that the Lands End information on this page should be used as a complementary analysis to other Lands End's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Stock Tickers module to use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites.
Complementary Tools for Lands Stock analysis
When running Lands End's price analysis, check to measure Lands End'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 Lands End is operating at the current time. Most of Lands End's value examination focuses on studying past and present price action to predict the probability of Lands End's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Lands End's price. Additionally, you may evaluate how the addition of Lands End to your portfolios can decrease your overall portfolio volatility.
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Is Lands End'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 Lands End. If investors know Lands 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 Lands End 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 (0.65) | Earnings Share (4.09) | Revenue Per Share 46.059 | Quarterly Revenue Growth (0.03) | Return On Assets 0.0243 |
The market value of Lands End is measured differently than its book value, which is the value of Lands that is recorded on the company's balance sheet. Investors also form their own opinion of Lands End's value that differs from its market value or its book value, called intrinsic value, which is Lands End'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 Lands End's market value can be influenced by many factors that don't directly affect Lands End'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 Lands End's value and its price as these two are different measures arrived at by different means. Investors typically determine if Lands End is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Lands End'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.