ZAHIDJEE Textile Stock Forecast - Simple Moving Average
| ZAHID Stock | 30.15 1.77 6.24% |
The Simple Moving Average forecasted value of ZAHIDJEE Textile Mills on the next trading day is expected to be 30.15 with a mean absolute deviation of 0.95 and the sum of the absolute errors of 55.81. ZAHIDJEE Stock Forecast is based on your current time horizon.
ZAHIDJEE |
ZAHIDJEE Textile Simple Moving Average Price Forecast For the 29th of November
Given 90 days horizon, the Simple Moving Average forecasted value of ZAHIDJEE Textile Mills on the next trading day is expected to be 30.15 with a mean absolute deviation of 0.95, mean absolute percentage error of 2.16, and the sum of the absolute errors of 55.81.Please note that although there have been many attempts to predict ZAHIDJEE 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 ZAHIDJEE Textile's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ZAHIDJEE Textile Stock Forecast Pattern
| Backtest ZAHIDJEE Textile | ZAHIDJEE Textile Price Prediction | Buy or Sell Advice |
ZAHIDJEE Textile Forecasted Value
In the context of forecasting ZAHIDJEE Textile'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. ZAHIDJEE Textile's downside and upside margins for the forecasting period are 25.76 and 34.54, respectively. We have considered ZAHIDJEE Textile'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 Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of ZAHIDJEE Textile stock data series using in forecasting. Note that when a statistical model is used to represent ZAHIDJEE Textile 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 | 115.2065 |
| Bias | Arithmetic mean of the errors | 0.0478 |
| MAD | Mean absolute deviation | 0.9459 |
| MAPE | Mean absolute percentage error | 0.0329 |
| SAE | Sum of the absolute errors | 55.81 |
Predictive Modules for ZAHIDJEE Textile
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ZAHIDJEE Textile Mills. 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 ZAHIDJEE Textile'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 ZAHIDJEE Textile
For every potential investor in ZAHIDJEE, whether a beginner or expert, ZAHIDJEE Textile's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ZAHIDJEE Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ZAHIDJEE. Basic forecasting techniques help filter out the noise by identifying ZAHIDJEE Textile's price trends.ZAHIDJEE Textile 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 ZAHIDJEE Textile stock to make a market-neutral strategy. Peer analysis of ZAHIDJEE Textile could also be used in its relative valuation, which is a method of valuing ZAHIDJEE Textile by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
ZAHIDJEE Textile Mills 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 ZAHIDJEE Textile'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 ZAHIDJEE Textile's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
ZAHIDJEE Textile Market Strength Events
Market strength indicators help investors to evaluate how ZAHIDJEE Textile stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ZAHIDJEE Textile shares will generate the highest return on investment. By undertsting and applying ZAHIDJEE Textile stock market strength indicators, traders can identify ZAHIDJEE Textile Mills entry and exit signals to maximize returns.
ZAHIDJEE Textile Risk Indicators
The analysis of ZAHIDJEE Textile'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 ZAHIDJEE Textile's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting zahidjee 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 | 3.11 | |||
| Semi Deviation | 3.83 | |||
| Standard Deviation | 5.02 | |||
| Variance | 25.24 | |||
| Downside Variance | 38.93 | |||
| Semi Variance | 14.66 | |||
| Expected Short fall | (6.54) |
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 ZAHIDJEE Textile
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 ZAHIDJEE Textile 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 ZAHIDJEE Textile will appreciate offsetting losses from the drop in the long position's value.Moving against ZAHIDJEE Stock
| 0.67 | MARI | Mari Petroleum Split | PairCorr |
| 0.58 | THCCL | Thatta Cement | PairCorr |
| 0.46 | LOADS | Loads | PairCorr |
| 0.42 | FFL | Fauji Foods | PairCorr |
| 0.32 | KAPCO | KOT Addu Power | PairCorr |
The ability to find closely correlated positions to ZAHIDJEE Textile could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace ZAHIDJEE Textile 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 ZAHIDJEE Textile - 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 ZAHIDJEE Textile Mills to buy it.
The correlation of ZAHIDJEE Textile 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 ZAHIDJEE Textile moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if ZAHIDJEE Textile Mills 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 ZAHIDJEE Textile 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.Other Information on Investing in ZAHIDJEE Stock
ZAHIDJEE Textile financial ratios help investors to determine whether ZAHIDJEE 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 ZAHIDJEE with respect to the benefits of owning ZAHIDJEE Textile security.