Ripley Corp Stock Forecast - Simple Regression

RIPLEY Stock  CLP 267.01  4.91  1.81%   
The Simple Regression forecasted value of Ripley Corp on the next trading day is expected to be 281.10 with a mean absolute deviation of 6.52 and the sum of the absolute errors of 397.90. Ripley Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ripley Corp stock prices and determine the direction of Ripley Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ripley Corp's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Ripley Corp 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.

Ripley Corp Simple Regression Price Forecast For the 26th of November

Given 90 days horizon, the Simple Regression forecasted value of Ripley Corp on the next trading day is expected to be 281.10 with a mean absolute deviation of 6.52, mean absolute percentage error of 59.89, and the sum of the absolute errors of 397.90.
Please note that although there have been many attempts to predict Ripley 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 Ripley Corp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ripley Corp Stock Forecast Pattern

Backtest Ripley CorpRipley Corp Price PredictionBuy or Sell Advice 

Ripley Corp Forecasted Value

In the context of forecasting Ripley Corp'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. Ripley Corp's downside and upside margins for the forecasting period are 279.89 and 282.30, respectively. We have considered Ripley Corp'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
267.01
279.89
Downside
281.10
Expected Value
282.30
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 Ripley Corp stock data series using in forecasting. Note that when a statistical model is used to represent Ripley Corp 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 Criteria122.203
BiasArithmetic mean of the errors None
MADMean absolute deviation6.5229
MAPEMean absolute percentage error0.0245
SAESum of the absolute errors397.8977
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 Ripley Corp 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 Ripley Corp

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ripley Corp. 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 Ripley Corp'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.
Hype
Prediction
LowEstimatedHigh
265.80267.01268.22
Details
Intrinsic
Valuation
LowRealHigh
227.02228.23293.71
Details
Bollinger
Band Projection (param)
LowMiddleHigh
267.37275.50283.63
Details

Other Forecasting Options for Ripley Corp

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

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

Ripley Corp 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 Ripley Corp'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 Ripley Corp's current price.

Ripley Corp Market Strength Events

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

Ripley Corp Risk Indicators

The analysis of Ripley Corp'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 Ripley Corp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ripley 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.

Pair Trading with Ripley Corp

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 Ripley Corp 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 Ripley Corp will appreciate offsetting losses from the drop in the long position's value.

Moving together with Ripley Stock

  0.62ENLASA Energia Latina SAPairCorr
The ability to find closely correlated positions to Ripley Corp could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Ripley Corp 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 Ripley Corp - 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 Ripley Corp to buy it.
The correlation of Ripley Corp 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 Ripley Corp moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Ripley Corp 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 Ripley Corp 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.
Pair CorrelationCorrelation Matching

Other Information on Investing in Ripley Stock

Ripley Corp financial ratios help investors to determine whether Ripley 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 Ripley with respect to the benefits of owning Ripley Corp security.