Lee Chi Stock Forecast - Polynomial Regression

1517 Stock   14.15  0.35  2.41%   
The Polynomial Regression forecasted value of Lee Chi Enterprises on the next trading day is expected to be 14.07 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 10.87. Lee Stock Forecast is based on your current time horizon.
  
Lee Chi polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Lee Chi Enterprises as well as the accuracy indicators are determined from the period prices.

Lee Chi Polynomial Regression Price Forecast For the 29th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Lee Chi Enterprises on the next trading day is expected to be 14.07 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.06, and the sum of the absolute errors of 10.87.
Please note that although there have been many attempts to predict Lee 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 Lee Chi's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lee Chi Stock Forecast Pattern

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Lee Chi Forecasted Value

In the context of forecasting Lee Chi'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. Lee Chi's downside and upside margins for the forecasting period are 13.18 and 14.95, respectively. We have considered Lee Chi'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
14.15
14.07
Expected Value
14.95
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 Lee Chi stock data series using in forecasting. Note that when a statistical model is used to represent Lee Chi 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 Criteria117.1411
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1754
MAPEMean absolute percentage error0.0115
SAESum of the absolute errors10.8749
A single variable polynomial regression model attempts to put a curve through the Lee Chi 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 Lee Chi

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lee Chi Enterprises. 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.
Hype
Prediction
LowEstimatedHigh
13.2714.1515.03
Details
Intrinsic
Valuation
LowRealHigh
12.7417.3518.23
Details
Bollinger
Band Projection (param)
LowMiddleHigh
14.0014.4914.98
Details

Other Forecasting Options for Lee Chi

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

Lee Chi 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 Lee Chi stock to make a market-neutral strategy. Peer analysis of Lee Chi could also be used in its relative valuation, which is a method of valuing Lee Chi by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Lee Chi Enterprises 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 Lee Chi'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 Lee Chi's current price.

Lee Chi Market Strength Events

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

Lee Chi Risk Indicators

The analysis of Lee Chi'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 Lee Chi's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lee 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Lee Stock Analysis

When running Lee Chi's price analysis, check to measure Lee Chi'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 Lee Chi is operating at the current time. Most of Lee Chi's value examination focuses on studying past and present price action to predict the probability of Lee Chi's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Lee Chi's price. Additionally, you may evaluate how the addition of Lee Chi to your portfolios can decrease your overall portfolio volatility.