Lenox Pasifik Stock Forecast - Simple Regression

LPPS Stock  IDR 114.00  1.00  0.87%   
The Simple Regression forecasted value of Lenox Pasifik Investama on the next trading day is expected to be 110.26 with a mean absolute deviation of 6.92 and the sum of the absolute errors of 422.03. Lenox Stock Forecast is based on your current time horizon.
As of now the value of rsi of Lenox Pasifik's share price is below 20 . This indicates that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Lenox Pasifik's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Lenox Pasifik Investama, which may create opportunities for some arbitrage if properly timed.
Using Lenox Pasifik hype-based prediction, you can estimate the value of Lenox Pasifik Investama from the perspective of Lenox Pasifik response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Lenox Pasifik Investama on the next trading day is expected to be 110.26 with a mean absolute deviation of 6.92 and the sum of the absolute errors of 422.03.

Lenox Pasifik after-hype prediction price

    
  IDR 115.0  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Lenox Pasifik to cross-verify your projections.

Lenox Pasifik Additional Predictive Modules

Most predictive techniques to examine Lenox price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Lenox using various technical indicators. When you analyze Lenox charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through Lenox Pasifik price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Lenox Pasifik Simple Regression Price Forecast For the 20th of January

Given 90 days horizon, the Simple Regression forecasted value of Lenox Pasifik Investama on the next trading day is expected to be 110.26 with a mean absolute deviation of 6.92, mean absolute percentage error of 76.46, and the sum of the absolute errors of 422.03.
Please note that although there have been many attempts to predict Lenox 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 Lenox Pasifik's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lenox Pasifik Stock Forecast Pattern

Backtest Lenox PasifikLenox Pasifik Price PredictionBuy or Sell Advice 

Lenox Pasifik Forecasted Value

In the context of forecasting Lenox Pasifik'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. Lenox Pasifik's downside and upside margins for the forecasting period are 105.84 and 114.68, respectively. We have considered Lenox Pasifik'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
114.00
105.84
Downside
110.26
Expected Value
114.68
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Lenox Pasifik stock data series using in forecasting. Note that when a statistical model is used to represent Lenox Pasifik 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 Criteria122.4473
BiasArithmetic mean of the errors None
MADMean absolute deviation6.9185
MAPEMean absolute percentage error0.0568
SAESum of the absolute errors422.0275
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Lenox Pasifik Investama historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Lenox Pasifik

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lenox Pasifik Investama. 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
110.51115.00119.49
Details
Intrinsic
Valuation
LowRealHigh
92.9197.40126.50
Details

Other Forecasting Options for Lenox Pasifik

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

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

Lenox Pasifik Investama 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 Lenox Pasifik'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 Lenox Pasifik's current price.

Lenox Pasifik Market Strength Events

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

Lenox Pasifik Risk Indicators

The analysis of Lenox Pasifik'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 Lenox Pasifik's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lenox 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.

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Other Information on Investing in Lenox Stock

Lenox Pasifik financial ratios help investors to determine whether Lenox Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Lenox with respect to the benefits of owning Lenox Pasifik security.